ISMB 2025
This is a list of all sessions at ISMB 2025.
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Showing 729 talks
When? | Room | Speaker | Title | Session | Abstract |
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14 July 09:00-18:00 (add to calendar) | - | Tutorial VT1: Visualising and interpreting your -omics results using ggplot2 and R | Tutorials | This full-day tutorial introduces participants to the principles of impactful data visualisation and equips them with the skills to create publication [...] | |
14 July 09:00-13:00 (add to calendar) | - | Tutorial VT6: Beyond Bioinformatics: Snakemake for Versatile Computational Workflows | Tutorials | Snakemake is a powerful, Python-based workflow management system that revolutionises how computational tasks are designed, executed and reproduced. By [...] | |
14 July 14:00-18:00 (add to calendar) | - | Tutorial VT5: Comprehensive Bioinformatics and Statistical Approaches for High-Throughput Sequencing Data Analysis, Including scRNA-seq, in Biomarker Discovery | Tutorials | With the significant advancements in genomic profiling technologies and the emergence of selective molecular targeted therapies, biomarkers have playe [...] | |
14 July 14:00-18:00 (add to calendar) | - | Tutorial VT8: Generative AI for Single-Cell Perturbation Modeling: Theoretical and practical considerations | Tutorials | Single-cell perturbation modelling is revolutionising how we understand the effects of genetic interventions, drugs, and cellular stimulants on molecu [...] | |
15 July 09:00-18:00 (add to calendar) | - | Tutorial VT2: OmicsViz: Interactive Visualization and ML for Omics Data | Tutorials | Data Science and Machine Learning are intricately connected, particularly in computational biology. In a time when biological data is being produced o [...] | |
15 July 09:00-13:00 (add to calendar) | - | Tutorial VT3: Computational approaches for deciphering cell-cell communication from single-cell transcriptomics and spatial transcriptomics data | Tutorials | Tissues and organs are complex and highly-organized systems composed of diverse cells that work together to maintain homeostasis, drive development an [...] | |
15 July 09:00-13:00 (add to calendar) | - | Tutorial VT9: Biomedical text mining for knowledge extraction | Tutorials | Modern bioinformatics analyses rely heavily on the existing knowledge of the role of genes and mutations in different diseases, as well as the complex [...] | |
15 July 14:00-18:00 (add to calendar) | - | Tutorial VT4: An applied genomics approach to crop breeding: A suite of tools for exploring natural and artificial diversity | Tutorials | The urgent need for crop improvement is hindered by the lack of precision in crop breeding. Although significant progress has been made in genomics, m [...] | |
15 July 14:00-18:00 (add to calendar) | - | Tutorial VT7: Assessing and Enhancing Digital Accessibility of Biological Data and Visualizations | Tutorials | As computational biologists, we produce biological datasets, visualizations, and computational tools. Our shared goal is to make our data and tools wi [...] | |
20 July 09:00-09:00 (add to calendar) | 02N | Student Council Symposium | SCS: Student Council Symposium | ||
20 July 09:00-09:30 (add to calendar) | 02N | TBD | SCS: Student Council Symposium | ||
20 July 09:00-10:45 (add to calendar) | 11A | Tutorial IP1: Machine Learning for Omics: Best practices and Real-Life Insights with TidyModels | Tutorials | Omics data analysis presents unique challenges due to its high dimensionality and complexity. Supervised machine learning (ML) offers powerful tools f [...] | |
20 July 09:00-10:45 (add to calendar) | 03A | Tutorial IP2: Massively parallel reporter assays in functional regulatory genomics and as part of the IGVF data resource | Tutorials | This tutorial is designed to empower bioinformatics researchers with the knowledge and skills to effectively utilize Massively Parallel Reporter Assay [...] | |
20 July 09:00-10:45 (add to calendar) | 04AB | Tutorial IP3: Genomic Variant Interpretation & prioritisation for clinical research | Tutorials | The interpretation of genetic variation is important for understanding human health and disease. Increased knowledge leads to societal benefits includ [...] | |
20 July 09:00-10:45 (add to calendar) | 03B | Tutorial IP4: Quantum Machine Learning for multi-omics analysis | Tutorials | Single-cell and population-level multi-omics analyses have greatly enhanced our understanding of biological complexity. By integrating various types o [...] | |
20 July 09:00-10:45 (add to calendar) | 12 | Tutorial IP5: Introduction to Causal Analysis using Mendelian Randomisation | Tutorials | Mendelian randomisation (MR) is a method that uses genetic variation associated with an exposure (e.g., behaviours, biomarkers) to infer its causal ef [...] | |
20 July 09:00-10:45 (add to calendar) | 11BC | Tutorial IP6: Hello Nextflow: Getting started with workflows for bioinformatics | Tutorials | Nextflow is a powerful and flexible open-source workflow management system that simplifies the development, execution, and scalability of data-driven [...] | |
20 July 09:30-09:45 (add to calendar) | 02N | Mirko Treccani | Nutri-omics: how omics investigation can help designing personalized nutrition research | SCS: Student Council Symposium | (Poly)phenols (PPs) are a group of bioactive compounds found in plant-based food, widely consumed within diet. Several studies have reported the benef [...] |
20 July 09:45-10:00 (add to calendar) | 02N | Kiran Kumar Eripogu | Nocardia Genomes are a Large Reservoir of Diverse Gene Content, Biosynthetic Gene Clusters, and Species-specific Genes | SCS: Student Council Symposium | Nocardia, an opportunistic pathogenic bacterial genus, remains underexplored in terms of biosynthetic potential, gene content, and evolutionary histor [...] |
20 July 10:00-10:05 (add to calendar) | 02N | Victor Grentzinger | Lifting the veil on Challenging Medically Relevant Genes | SCS: Student Council Symposium | While the cost of DNA sequencing has never been cheaper, a number of genetic diseases remain difficult to diagnose. Nearly 400 medically relevant gene [...] |
20 July 10:05-10:10 (add to calendar) | 02N | Alžbeta Rástocká | AccuRate: A Tool Supporting Genotype–Phenotype Analysis and Causal Mutation Discovery in Soybean | SCS: Student Council Symposium | Soybean is one of the world’s most significant crops, serving as an indispensable source of high-quality plant protein and oil for both human and live [...] |
20 July 10:10-10:15 (add to calendar) | 02N | Ritchie Yu | Early colorectal cancer detection with deep learning on ultra-shallow whole genome sequencing of cell-free DNA | SCS: Student Council Symposium | Early detection of cancer can mitigate adverse patient outcomes by reducing the time to intervention and treatment. Cell-free DNA (cfDNA) circulating [...] |
20 July 10:15-10:30 (add to calendar) | 02N | Megha Hegde | DNA-DistilBERT: A small language model for non-coding variant effect prediction from human DNA sequences | SCS: Student Council Symposium | Genetic variants have been associated with changes in disease risk. Historically, research has focused on coding variants; however, emerging research [...] |
20 July 10:30-10:45 (add to calendar) | 02N | Guillermo Prol Castelo | Generative AI for Childhood and Adult Cancer Research | SCS: Student Council Symposium | Cancer is one of the most common causes of death worldwide, and its complexity makes it especially challenging to study. Despite ongoing progress in c [...] |
20 July 11:00-11:05 (add to calendar) | 02N | Raúl Fernández-Díaz | AutoPeptideML 2: An open source library for democratizing machine learning for peptide bioactivity prediction | SCS: Student Council Symposium | Peptides are a rapidly growing drug modality with diverse bioactivities and accessible synthesis, particularly for canonical peptides composed of the [...] |
20 July 11:00-13:00 (add to calendar) | 11A | Tutorial IP1: Machine Learning for Omics: Best practices and Real-Life Insights with TidyModels | Tutorials | Omics data analysis presents unique challenges due to its high dimensionality and complexity. Supervised machine learning (ML) offers powerful tools f [...] | |
20 July 11:00-13:00 (add to calendar) | 03A | Tutorial IP2: Massively parallel reporter assays in functional regulatory genomics and as part of the IGVF data resource | Tutorials | This tutorial is designed to empower bioinformatics researchers with the knowledge and skills to effectively utilize Massively Parallel Reporter Assay [...] | |
20 July 11:00-13:00 (add to calendar) | 04AB | Tutorial IP3: Genomic Variant Interpretation & prioritisation for clinical research | Tutorials | The interpretation of genetic variation is important for understanding human health and disease. Increased knowledge leads to societal benefits includ [...] | |
20 July 11:00-13:00 (add to calendar) | 03B | Tutorial IP4: Quantum Machine Learning for multi-omics analysis | Tutorials | Single-cell and population-level multi-omics analyses have greatly enhanced our understanding of biological complexity. By integrating various types o [...] | |
20 July 11:00-13:00 (add to calendar) | 12 | Tutorial IP5: Introduction to Causal Analysis using Mendelian Randomisation | Tutorials | Mendelian randomisation (MR) is a method that uses genetic variation associated with an exposure (e.g., behaviours, biomarkers) to infer its causal ef [...] | |
20 July 11:00-13:00 (add to calendar) | 11BC | Tutorial IP6: Hello Nextflow: Getting started with workflows for bioinformatics | Tutorials | Nextflow is a powerful and flexible open-source workflow management system that simplifies the development, execution, and scalability of data-driven [...] | |
20 July 11:05-11:10 (add to calendar) | 02N | Luca Musella | ENQUIRE automatically reconstructs, expands, and drives enrichment analysis of gene and MeSH co-occurrence networks from context-specific biomedical literature | SCS: Student Council Symposium | The accelerating growth of scientific literature overwhelms our capacity to manually distil complex phenomena like molecular networks linked to diseas [...] |
20 July 11:15-11:20 (add to calendar) | 02N | Muhammed Hunaid Topiwala | TCRBench: A Unified Benchmark for TCR–Antigen Binding Prediction and Clustering | SCS: Student Council Symposium | T-cell receptor (TCR) recognition of antigenic peptides presented by major histocompatibility complex (MHC) molecules is central to adaptive immunity, [...] |
20 July 11:20-11:35 (add to calendar) | 02N | Hannelore Longin | Fold first, ask later: structure-informed function prediction in Pseudomonas phages | SCS: Student Council Symposium | Phages, the viruses of bacteria, are the most abundant biological entities on earth. In general, phage genomes are densely coded and contain many open [...] |
20 July 11:35-11:50 (add to calendar) | 02N | Vít Škrhák | Exploring capabilities of protein language models for cryptic binding site prediction | SCS: Student Council Symposium | Identifying protein-ligand binding sites is essential for understanding biological mechanisms and supporting drug discovery. However, accurate predict [...] |
20 July 11:50-11:55 (add to calendar) | 02N | Nisha Nandhini Shankar | Coarse-grained and Multi-Scale Modeling of Lytic Polysaccharide Monooxygenases: Insights into Family-Specific Dynamics and Protein Frustration | SCS: Student Council Symposium | Lytic polysaccharide monooxygenases (LPMOs) are copper-dependent redox enzymes that catalyze the oxidative cleavage of C1 and/or C4 bonds in recalcitr [...] |
20 July 11:55-12:00 (add to calendar) | 02N | Małgorzata Drabko | Identification and structural modeling of the novel TTC33-associated core (TANC) complex involved in DNA damage response | SCS: Student Council Symposium | Of the ~20,200 human proteins, ~9% remain functionally uncharacterized, highlighting a gap in our understanding of cell physiology. Structural protein [...] |
20 July 12:00-12:05 (add to calendar) | 02N | Carla Luciana Padilla Franzotti | Functional Interfaces at Ordered–Disordered Transitions: Conserved Linear Motifs and Flanking Regions in Modular Proteins | SCS: Student Council Symposium | Multidomain proteins integrate ordered domains, structured tandem repeats (STRs), and intrinsically disordered regions (IDRs) to generate modular arch [...] |
20 July 12:05-12:10 (add to calendar) | 02N | Yitao Eric Sun | Automating Linear Motif Predictions to Map Human Signaling Networks | SCS: Student Council Symposium | Short linear motifs (SLiMs) are critical mediators of transient protein-protein interactions (PPIs), yet only 0.2% of human SLiMs are experimentally v [...] |
20 July 12:10-12:25 (add to calendar) | 02N | Samuel Davis | Deep Phylogenetic Reconstruction Reveals Key Functional Drivers in the Evolution of B1/B2 Metallo-β-Lactamases | SCS: Student Council Symposium | Metallo-β-lactamases (MBLs) comprise a diverse family of antibiotic-degrading enzymes. Despite their growing implication in drug-resistant pathogens, [...] |
20 July 12:25-12:30 (add to calendar) | 02N | Ruyi Chen | Multilingual model improves zero-shot prediction of disease effects on proteins | SCS: Student Council Symposium | Models for mutation effect prediction in coding sequences rely on sequence-, structure-, or homology-based features. Here, we introduce a novel method [...] |
20 July 12:30-12:45 (add to calendar) | 02N | Ana Isabel Castillo Orozco | Integrated analysis of bulk and single-nuclei RNA sequencing data of primary and metastatic pediatric Medulloblastoma. | SCS: Student Council Symposium | Medulloblastoma (MB) is a highly aggressive and the most common brain tumor in childhood. MB presents a high intertumoral heterogeneity, with at least [...] |
20 July 12:45-12:50 (add to calendar) | 02N | Sara Eslami | Investigating novel transcriptional regulators in symbiotic nodule development of Medicago truncatul | SCS: Student Council Symposium | Biological nitrogen fixation is a crucial process for sustainable agriculture, allowing leguminous plants to convert atmospheric nitrogen into bioavai [...] |
20 July 12:50-12:55 (add to calendar) | 02N | Vennila Kanchana Devi Marimuthu | Meta-Analysis of Bovine Transcriptome Reveals Key Immune Gene Profiles and Signaling Pathways | SCS: Student Council Symposium | Understanding immune mechanisms in cattle is crucial for improving disease resistance through informed breeding decision and development. Meta-analysi [...] |
20 July 12:55-13:00 (add to calendar) | 02N | Sachendra Kumar | Post-translational regulation of stemness under DNA damage response contributes to the gingivobuccal oral squamous cell carcinoma relapse and progression | SCS: Student Council Symposium | Tobacco consumption (smoking and particularly smokeless form) contributes to a high prevalence of gingivobuccal oral squamous cell carcinoma (OSCC-GB) [...] |
20 July 13:00-17:00 (add to calendar) | - | Youth Bioinformatics Symposium | Special Track | ||
20 July 14:00-15:00 (add to calendar) | 02N | TBD | SCS: Student Council Symposium | ||
20 July 14:00-16:00 (add to calendar) | 11BC | Tutorial IP7: AI large cellular models and in-silico perturbation | Tutorials | Transformer-based large language models (LLMs) are changing the world. The capabilities they illustrated in sophisticated natural language, vision and [...] | |
20 July 14:00-16:00 (add to calendar) | 12 | Tutorial IP8: Representation Learning and Feature Engineering for Genomic Sequences Analysis | Tutorials | Machine learning (ML) has been successfully applied in different omics problems, such as sequence classification in the field of genomics. The effecti [...] | |
20 July 14:00-16:00 (add to calendar) | 11A | Tutorial IP1: Machine Learning for Omics: Best practices and Real-Life Insights with TidyModels | Tutorials | Omics data analysis presents unique challenges due to its high dimensionality and complexity. Supervised machine learning (ML) offers powerful tools f [...] | |
20 July 14:00-16:00 (add to calendar) | 03A | Tutorial IP2: Massively parallel reporter assays in functional regulatory genomics and as part of the IGVF data resource | Tutorials | This tutorial is designed to empower bioinformatics researchers with the knowledge and skills to effectively utilize Massively Parallel Reporter Assay [...] | |
20 July 14:00-16:00 (add to calendar) | 04AB | Tutorial IP3: Genomic Variant Interpretation & prioritisation for clinical research | Tutorials | The interpretation of genetic variation is important for understanding human health and disease. Increased knowledge leads to societal benefits includ [...] | |
20 July 14:00-16:00 (add to calendar) | 03B | Tutorial IP4: Quantum Machine Learning for multi-omics analysis | Tutorials | Single-cell and population-level multi-omics analyses have greatly enhanced our understanding of biological complexity. By integrating various types o [...] | |
20 July 14:00-16:00 (add to calendar) | 02F | Youth Bioinformatics Symposium | Youth Bioinformatics Symposium | ||
20 July 15:00-15:20 (add to calendar) | - | Critical assessment and AI | Fellows Presentation | The abstract for this presentation will be shared by the presenter shortly [...] | |
20 July 15:00-15:45 (add to calendar) | 02N | Bioinformatics at the Heart of Biology. | SCS: Student Council Symposium | This is a career talk for the Student Council [...] | |
20 July 15:20-15:40 (add to calendar) | - | Julio Saez-Rodriguez | Rethinking Rigor: Benchmarking in the Age of Foundation Models | Fellows Presentation | The abstract for this presentation will be shared by the presenter shortly [...] |
20 July 15:30-18:00 (add to calendar) | - | Fellows Workshop | Special Track | ||
20 July 15:40-15:50 (add to calendar) | - | Break | Fellows Presentation | ||
20 July 15:45-16:00 (add to calendar) | 02N | Closing remarks | SCS: Student Council Symposium | ||
20 July 15:50-16:10 (add to calendar) | - | Robert Murphy | One Foundation Model to Rule Them All? | Fellows Presentation | The abstract for this presentation will be shared by the presenter shortly [...] |
20 July 16:00-18:00 (add to calendar) | - | Career Fair | Special Track | ||
20 July 16:10-16:40 (add to calendar) | - | Gaps in the capabilities of generative AI systems; ISCB's role in promoting international research and educational collaborations | Fellows Presentation | The abstract for this presentation will be shared by the presenter shortly [...] | |
20 July 16:15-18:00 (add to calendar) | 11BC | Tutorial IP7: AI large cellular models and in-silico perturbation | Tutorials | Transformer-based large language models (LLMs) are changing the world. The capabilities they illustrated in sophisticated natural language, vision and [...] | |
20 July 16:15-18:00 (add to calendar) | 12 | Tutorial IP8: Representation Learning and Feature Engineering for Genomic Sequences Analysis | Tutorials | Machine learning (ML) has been successfully applied in different omics problems, such as sequence classification in the field of genomics. The effecti [...] | |
20 July 16:15-18:00 (add to calendar) | 11A | Tutorial IP1: Machine Learning for Omics: Best practices and Real-Life Insights with TidyModels | Tutorials | Omics data analysis presents unique challenges due to its high dimensionality and complexity. Supervised machine learning (ML) offers powerful tools f [...] | |
20 July 16:15-18:00 (add to calendar) | 03A | Tutorial IP2: Massively parallel reporter assays in functional regulatory genomics and as part of the IGVF data resource | Tutorials | This tutorial is designed to empower bioinformatics researchers with the knowledge and skills to effectively utilize Massively Parallel Reporter Assay [...] | |
20 July 16:15-18:00 (add to calendar) | 04AB | Tutorial IP3: Genomic Variant Interpretation & prioritisation for clinical research | Tutorials | The interpretation of genetic variation is important for understanding human health and disease. Increased knowledge leads to societal benefits includ [...] | |
20 July 16:15-18:00 (add to calendar) | 03B | Tutorial IP4: Quantum Machine Learning for multi-omics analysis | Tutorials | Single-cell and population-level multi-omics analyses have greatly enhanced our understanding of biological complexity. By integrating various types o [...] | |
20 July 16:15-18:00 (add to calendar) | 02F | Youth Bioinformatics Symposium | Youth Bioinformatics Symposium | ||
20 July 16:40-17:10 (add to calendar) | - | Discussion | Fellows Presentation | ||
20 July 18:30-19:30 (add to calendar) | 01A | John Jumper | Extending AlphaFold to make predictions across the universe of biomolecular interactions | Distinguished Keynotes | The high accuracy of AlphaFold 2 in predicting protein structures and protein-protein interactions raises the question of how to extend the success of [...] |
21 July 08:40-09:00 (add to calendar) | 01A | - | Morning Welcome and Keynote Introduction | Distinguished Keynotes | |
21 July 09:00-10:00 (add to calendar) | 01A | Amos Bairoch | Plus ça change, plus c'est la même chose | Distinguished Keynotes | Amos Bairoch will reflect on 40 years of biocuration, from Swiss-Prot to Cellosaurus, highlighting how core challenges and values have endured despite [...] |
21 July 11:20-12:00 (add to calendar) | 03B | Franca Fraternali | Decoding Immunity: Structural and Dynamical Insights Driving Antibody Innovation | 3DSIG: Structural Bioinformatics and Computational Biophysics | Effective adaptive immune responses rely on antibodies of different isotypes performing distinct effector functions. Understanding their structural di [...] |
21 July 11:20-11:30 (add to calendar) | 03A | Opening Remarks | BOSC: Bioinformatics Open Source Conference | ||
21 July 11:20-12:00 (add to calendar) | 01B | Paul Kersey | Molecular Digitisation and Biodiversity Bioinformatics | Bioinformatics in the UK | Biological collections (such as herbarium and fungarium specimens) are the prescurors of modern biobanks; the defining types of taxonomic concepts; to [...] |
21 July 11:20-11:40 (add to calendar) | 11A | Cenk Sahinalp | Fair molecular feature selection unveils universally tumor lineage-informative methylation sites in colorectal cancer | EvolCompGen: Evolution & Comparative Genomics | In the era of precision medicine, performing comparative analysis over diverse patient populations is a fundamental step towards tailoring healthcare [...] |
21 July 11:20-11:40 (add to calendar) | 02N | Witold Dyrka | Harnessing Deep Learning for Proteome-Scale Detection of Amyloid Signaling Motifs | GenCompBio: General Computational Biology | Amyloid signaling sequences adopt the cross-β fold that is capable of self-replication in the templating process. Propagation of the amxyloid fold fro [...] |
21 July 11:20-12:20 (add to calendar) | 01A | Julien Gagneur | Where does it hurt (in your genome)? | MLCSB: Machine Learning in Computational and Systems Biology | The identification of genetic variants strongly affecting when phenotypes remains an unsolved problem with major relevance in rare diseases diagnostic [...] |
21 July 11:20-11:40 (add to calendar) | 02F | Opening Remarks for NIH Track | NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing | ||
21 July 11:20-11:22 (add to calendar) | 12 | Welcome and Introductions | Publications - Navigating Journal Submissions | ||
21 July 11:20-11:40 (add to calendar) | 11BC | Daniel Rice | UniProt: Evolving Tools and Data for Protein Science | Tech Track | The Universal Protein Resource (UniProt) is a cornerstone of molecular biology and bioinformatics, delivering high-quality, freely accessible protein [...] |
21 July 11:20-12:00 (add to calendar) | 04AB | Alexander Sasse | Enhancing Multi-Task CNNs for Regulatory Genomics Through Allelic and High-Resolution Training | VarI: Variant Interpretation | Multi-task Convolutional Neural Networks (CNNs) have emerged as powerful tools for deciphering how genomic sequence determines gene regulatory respons [...] |
21 July 11:22-11:40 (add to calendar) | 12 | Thomas Lengauer | Effective cover letter writing and manuscript preparation for submitting manuscripts in crowded research areas | Publications - Navigating Journal Submissions | I am one of the two Editors-in-Chief of the ISCB Society Journal Bioinformatics Advances that is published jointly with Oxford University Press. After [...] |
21 July 11:30-11:35 (add to calendar) | 03A | Open Bioinformatics Foundation update | BOSC: Bioinformatics Open Source Conference | ||
21 July 11:35-11:40 (add to calendar) | 03A | Tribute to Peter Amstutz | BOSC: Bioinformatics Open Source Conference | ||
21 July 11:40-12:40 (add to calendar) | 03A | Christine Orengo | Working together to develop, promote and protect our data resources: Lessons learnt developing CATH and TED | BOSC: Bioinformatics Open Source Conference | The CATH protein domain structure classification was the vision of the pioneering computational scientist Janet Thornton. Algorithms developed by Oren [...] |
21 July 11:40-12:00 (add to calendar) | 11A | Henri Schmidt | Fast tumor phylogeny regression via tree-structured dual dynamic programming | EvolCompGen: Evolution & Comparative Genomics | Reconstructing the evolutionary history of tumors from bulk DNA sequencing of multiple tissue samples remains a challenging computational problem, req [...] |
21 July 11:40-12:00 (add to calendar) | 02N | Bingxin Zhou | From High-Throughput Evaluation to Wet-Lab Studies: Advancing Mutation Effect Prediction with a Retrieval-Enhanced Model | GenCompBio: General Computational Biology | Enzyme engineering is a critical approach for producing enzymes that meet industrial and research demands by modifying wild-type proteins to enhance p [...] |
21 July 11:40-12:00 (add to calendar) | 02F | Liang Dong | Graph Kolmogorov-Arnold Networks for Interpretable Alzheimer's Disease Diagnosis from Structural MRI | NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing | Alzheimer's Disease (AD) is a progressive neurodegenerative disorder that poses significant diagnostic challenges due to its complex etiology. Graph C [...] |
21 July 11:40-11:50 (add to calendar) | 12 | Laura Mesquita | Choosing journals for submission in popular topics | Publications - Navigating Journal Submissions | There are many factors that authors may take into account when submitting to a journal: scope fit, journal metrics, speed, names on the editorial boar [...] |
21 July 11:40-12:20 (add to calendar) | 11BC | Genomics 2 Proteins portal: A resource and discovery platform for linking genetic screening outputs to protein sequences and structures | Tech Track | Recent advances in AI-based methods have revolutionized the field of structural biology. Concomitantly, high-throughput sequencing and functional geno [...] | |
21 July 11:50-12:00 (add to calendar) | 12 | Feilim Mac Gabhann | How editors make decisions on submissions? | Publications - Navigating Journal Submissions | |
21 July 12:00-12:20 (add to calendar) | 03B | Meghana Kshirsagar | Rapid and accurate prediction of protein homo-oligomer symmetry using Seq2Symm | 3DSIG: Structural Bioinformatics and Computational Biophysics | The majority of proteins must form higher-order assemblies to perform their biological functions, yet few machine learning models can accurately and r [...] |
21 July 12:00-12:20 (add to calendar) | 01B | Arne De Klerk | KnetMiner for Smarter Science: Leveraging Knowledge Graphs & LLMs for Productive Gene Research | Bioinformatics in the UK | In the interpretation of high‑throughput genomic data, the identification of candidate genes underlying differential expression or genome‑wide associa [...] |
21 July 12:00-12:20 (add to calendar) | 11A | Xiang Ge Luo | Bayesian inference of fitness landscapes via tree-structured branching processes | EvolCompGen: Evolution & Comparative Genomics | Motivation: The complex dynamics of cancer evolution, driven by mutation and selection, underlies the molecular heterogeneity observed in tumors. The [...] |
21 July 12:00-12:20 (add to calendar) | 02N | Yoochan Myung | BE3D: A Computational Workflow for Integrative Structure-Function Analysis of Base-Editor Tiling Mutagenesis Data | GenCompBio: General Computational Biology | Understanding functional consequences of single-nucleotide variants is critical for elucidating the genetic basis of diseases, yet current variant scr [...] |
21 July 12:00-12:20 (add to calendar) | 02F | Network Science for Cyber-physical Twinning of Human Heart | NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing | ||
21 July 12:00-12:10 (add to calendar) | 12 | Michael J E Sternberg | How do editors decide on accepting papers on highly similar topics? | Publications - Navigating Journal Submissions | I will base my talk on my experience of being an Editor for Journal of Molecular Biology focussing on computational biology. In particular, every year [...] |
21 July 12:00-12:20 (add to calendar) | 04AB | Lindsey Plenderleith | Combining massively parallel reporter assays and graph genomics to assay the regulatory effects of indels and structural variants | VarI: Variant Interpretation | Many important phenotypes are driven by differences in gene expression caused by variation in regulatory sequences between individuals. Among such var [...] |
21 July 12:10-12:20 (add to calendar) | 12 | Michael Markie | How and why eLife selects papers for peer review | Publications - Navigating Journal Submissions | eLife is working to promote a culture in which the actual content of a paper is more important than the name of the journal in which it is published. [...] |
21 July 12:20-12:40 (add to calendar) | 03B | Zhidian Zhang | Probing Homo-Oligomeric Interaction Signals in Protein Language Models | 3DSIG: Structural Bioinformatics and Computational Biophysics | Homo-oligomeric protein complexes—assemblies of identical subunits—are central to many biological processes and disease mechanisms. Accurate predictio [...] |
21 July 12:20-12:40 (add to calendar) | 01B | Ellen Cameron | Lichen Cell Atlas: Tools for exploring photosymbiotic associations | Bioinformatics in the UK | Photosymbiotic associations are partnerships where one partner is photosynthetic, termed the photobiont. Such associations span the eukaryotic tree of [...] |
21 July 12:20-12:40 (add to calendar) | 11A | Emilia Hurtado | MiClone: A Probabilistic Method for Inferring Cell Phylogenies from Mitochondrial Variants | EvolCompGen: Evolution & Comparative Genomics | Cancer development and progression is largely fuelled by somatic mutations that give rise to clones – distinct subpopulations of malignant cells that [...] |
21 July 12:20-12:40 (add to calendar) | 02N | Yunjia Li | Enhanced protein evolution with inverse folding models using structural and evolutionary constraints | GenCompBio: General Computational Biology | Protein engineering enables artificial protein evolution through iterative sequence changes, but current methods often suffer from low success rates a [...] |
21 July 12:20-12:40 (add to calendar) | 01A | Minh Hoang | Locality-aware pooling enhances protein language model performance across varied applications | MLCSB: Machine Learning in Computational and Systems Biology | Protein language models (PLMs) are amongst the most exciting recent advances for characterizing protein sequences, and have enabled a diverse set of a [...] |
21 July 12:20-12:40 (add to calendar) | 02F | Honggang Wang | A Digital Twins Prototype for Monitoring and Predicting Dynamic Diet-related Health Conditions | NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing | A digital twin system aims to create a virtual representation of a physical subject by modeling both its intrinsic attributes and the external factors [...] |
21 July 12:20-12:55 (add to calendar) | 12 | Panel Discussion | Publications - Navigating Journal Submissions | ||
21 July 12:20-12:40 (add to calendar) | 11BC | Patrick Gohl | ModCRE: modelling protein–DNA interactions and transcription-factor co-operativity in cis-regulatory elements | Tech Track | ModCRE is a web server using a structural approach to predict Transcription Factor binding preferences and auto-mate modelling of higher order regulat [...] |
21 July 12:20-12:30 (add to calendar) | 04AB | Ruyi Chen | Multilingual model improves zero-shot prediction of disease effects on proteins | VarI: Variant Interpretation | Models for mutation effect prediction in coding sequences rely on sequence-, structure-, or homology-based features. Here, we introduce a novel method [...] |
21 July 12:30-12:40 (add to calendar) | 04AB | Marco Anteghini | X-MAP: Explainable AI Platform for Genetic Variant Interpretation | VarI: Variant Interpretation | Genetic variants, particularly missense mutations, can significantly affect protein function and contribute to disease development. Methods like CADD [...] |
21 July 12:40-13:00 (add to calendar) | 03B | Petr Popov | OrgNet: Orientation-gnostic protein stability assessment using convolutional neural networks. | 3DSIG: Structural Bioinformatics and Computational Biophysics | Accurately predicting the impact of single-point mutations on protein stability is crucial for elucidating molecular mechanisms underlying diseases in [...] |
21 July 12:40-13:00 (add to calendar) | 03A | Serghei Mangul | Analytical code sharing practices in biomedical research | BOSC: Bioinformatics Open Source Conference | Data-driven computational analysis is becoming increasingly important in biomedical research, as the amount of data being generated continues to grow. [...] |
21 July 12:40-13:00 (add to calendar) | 03A | Seun Olufemi | Connecting Data, People, and Purpose: How Open Science is Advancing Bioinformatics in a Low-Resource region (Nigeria) | BOSC: Bioinformatics Open Source Conference | In many low-resource regions, access to scientific training, collaboration opportunities, and computational tools remains limited, hindering both loca [...] |
21 July 12:40-13:00 (add to calendar) | 03A | Bhavesh Patel | Introducing the Actionable Guidelines for FAIR Research Software Task Force | BOSC: Bioinformatics Open Source Conference | The Research Software Alliance (ReSA) has established a Task Force dedicated to translating the FAIR principles for Research Software (FAIR4RS Princip [...] |
21 July 12:40-13:00 (add to calendar) | 01B | Laura-Jayne Gardiner | How can emerging AI technologies benefit multi-omic analysis for crop and soil sustainability | Bioinformatics in the UK | The field of AI is rapidly evolving. At IBM Research (UK), our work in molecular biology has developed from a focus on bioinformatics and computationa [...] |
21 July 12:40-12:50 (add to calendar) | 11A | Jonghyun Lee | scVarID: Mapping Genetic Variants at Single-Cell Resolution to Uncover Precursor Cells in Cancer | EvolCompGen: Evolution & Comparative Genomics | Next-generation sequencing technologies enable the identification of genetic variants and gene expression; however, measuring both features simultaneo [...] |
21 July 12:40-13:00 (add to calendar) | 02N | Siyuan Shen | Precise Prediction of Hotspot Residues in Protein-RNA Complexes Using Graph Attention Networks and Pre-trained Protein Language Models | GenCompBio: General Computational Biology | Motivation: Protein-RNA interactions play a pivotal role in biological processes and disease mechanisms, with hotspot residues being critical for targ [...] |
21 July 12:40-13:00 (add to calendar) | 01A | Daniel Olson | NEAR: Neural Embeddings for Amino acid Relationships | MLCSB: Machine Learning in Computational and Systems Biology | Protein language models (PLMs) have recently demonstrated potential to supplant classical protein database search methods based on sequence alignment, [...] |
21 July 12:40-13:00 (add to calendar) | 02F | Matthew F. Singh | Multiscale Digital-Twin Modeling and Estimation with Indirect, Neurological Data | NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing | Linking data and predictions across spatial scales has been a key hurdle to digital twin applications in medicine. Noninvasive measurements, such as e [...] |
21 July 12:40-12:50 (add to calendar) | 04AB | Alexander Gress | StructGuy: Data leakage free prediction of functional effects of genetic variants. | VarI: Variant Interpretation | In recent years, machine learning models for predicting variant effects on protein function have been dominated by unsupervised models doing zero-shot [...] |
21 July 12:50-13:00 (add to calendar) | 11A | Aisha | High-Resolution Discovery of Lineage-Specific SVs in Pan Genus Through Assembly Comparisons | EvolCompGen: Evolution & Comparative Genomics | The two sister species in the Pan genus, chimpanzees (Pan troglodytes) and bonobos (Pan paniscus), exhibit lineage-specific differences for several be [...] |
21 July 12:50-13:00 (add to calendar) | 04AB | Kilian Salomon | Functional characterization of standing variation around disease-associated genes using Massively Parallel Reporter Assays | VarI: Variant Interpretation | A substantial reservoir of disease-associated variants resides in non-coding sequences, particularly in proximal and distal gene regulatory sequences. [...] |
21 July 13:00-14:00 (add to calendar) | - | Bioinfo4Women Meet-Up: Supporting Women in Bioinformatics | Bioinfo4Women Meet-Up | Women are still underrepresented in science, particularly at senior career levels and leadership. The "leaky pipeline" persists in bioinformatics, as [...] | |
21 July 14:00-14:40 (add to calendar) | 03B | Adrian Mulholland | Simulations in the age of AlphaFold: dynamics, drug resistance and enzyme design | 3DSIG: Structural Bioinformatics and Computational Biophysics | Molecular simulations contribute to practical protein design and engineering workflows. Equilibrium molecular dynamics (MD) simulations not only test [...] |
21 July 14:00-14:20 (add to calendar) | 03A | Su Datt Lam | AMRColab: An Open-Access, Modular Bioinformatics Suite for Accessible Antimicrobial Resistance Genome Analysis | BOSC: Bioinformatics Open Source Conference | Antimicrobial resistance (AMR) is a global health crisis, projected to cause 39 million deaths by 2050. Surveillance of AMR pathogens is essential for [...] |
21 July 14:00-14:20 (add to calendar) | 03A | Fabian Woller | NApy: Efficient Statistics in Python for Large-Scale Heterogeneous Data with Enhanced Support for Missing Data | BOSC: Bioinformatics Open Source Conference | Existing Python libraries and tools lack the ability to efficiently run statistical test (such as Pearson correlation, ANOVA, Mann-Whitney-U test) for [...] |
21 July 14:00-14:20 (add to calendar) | 03A | Peter Cock | pyANI-plus -- whole-genome classification of microbes using Average Nucleotide Identity and similar methods | BOSC: Bioinformatics Open Source Conference | pyANI-plus is an open source MIT licensed Python tool for whole-genome classification of microbes using Average Nucleotide Identity (ANI) and similar [...] |
21 July 14:00-14:20 (add to calendar) | 01B | Iain Buchan | Civic Data-Driven Innovation for Global Health and AI for All | Bioinformatics in the UK | Professor Buchan will explore how some of the world’s most pressing public health challenges might best be tackled with a global network of learning h [...] |
21 July 14:00-14:15 (add to calendar) | 12 | Julio Saez-Rodriguez | Benchmarking foundation models in biology: where we are, and we where we want to go with the community | DREAM Challenges | The AI promise of powerful solutions to solve biomedical and healthcare related problems needs to be accompanied by a transparent evaluation and proof [...] |
21 July 14:00-14:20 (add to calendar) | 11BC | Irene Julca | Tracing the functional divergence of duplicated genes | EvolCompGen: Evolution & Comparative Genomics | Gene duplication is a fundamental driver of functional innovation in evolution. Following duplication, paralogous genes may be retained, diverge in fu [...] |
21 July 14:00-14:20 (add to calendar) | 02N | Jin Zhang | Trustworthy Causal Biomarker Discovery: A Multiomics Brain Imaging Genetics based Approach | GenCompBio: General Computational Biology | Discovering genetic variations underpinning brain disorders is important to understand their pathogenesis. Indirect associations or spurious causal re [...] |
21 July 14:00-14:05 (add to calendar) | 01C | Welcome Address | ISCB-China Workshop | ||
21 July 14:00-14:20 (add to calendar) | 01A | Gianluca Lombardi | LoRA-DR-suite: adapted embeddings predict intrinsic and soft disorder from protein sequences | MLCSB: Machine Learning in Computational and Systems Biology | Intrinsic disorder regions (IDR) and soft disorder regions (SDR) provide crucial information on a protein structure to underpin its functioning, inter [...] |
21 July 14:00-14:20 (add to calendar) | 02F | Advancing Discovery through GenAI and Scalable Infrastructure | NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing | Opening remarks from the NIH Center for Information Technology (CIT) will highlight how the STRIDES Initiative and Cloud Lab program are accelerating [...] | |
21 July 14:00-14:20 (add to calendar) | 11A | Tuomas Borman | Orchestrating Microbiome Analysis with Bioconductor | Tech Track | Microbes play a crucial role in human health, disease, and the environment. Despite their significant impact, the mechanisms underlying microbiome int [...] |
21 July 14:00-14:40 (add to calendar) | 04AB | Ellen McDonagh | Variant Interpretation at Scale, for safer and more effective disease treatment | VarI: Variant Interpretation | |
21 July 14:05-14:30 (add to calendar) | 01C | Hongyu Zhao | Modeling and predicting single-cell multi-gene perturbation responses | ISCB-China Workshop | Understanding cellular responses to genetic perturbations is essential for deciphering gene regulation and phenotype formation. While high-throughput [...] |
21 July 14:15-14:45 (add to calendar) | 12 | Building Foundation Models for Single-cell Omics and Imaging | DREAM Challenges | Keynote: This talk delves into the innovative utilization of generative AI in propelling biomedical research forward. By harnessing single-cellsequenc [...] | |
21 July 14:20-14:40 (add to calendar) | 03A | Matthias Blum | InterProScan 6: a modern large-scale protein function annotation pipeline | BOSC: Bioinformatics Open Source Conference | InterProScan 6 represents a major step forward in protein function annotation, addressing the scalability, modularity, and usability limitations of it [...] |
21 July 14:20-14:30 (add to calendar) | 01B | Emily Jefferson | Health data organisation and landscape across the UK | Bioinformatics in the UK | Professor Jefferson will explore the key challenges and opportunities in the field of clinical and health data science. Drawing on her transition from [...] |
21 July 14:20-14:40 (add to calendar) | 11BC | Agnieszka Mykowiecka | Duplication Episode Clustering in Phylogenetic Networks | EvolCompGen: Evolution & Comparative Genomics | Phylogenetic networks provide a powerful framework for representing complex evolutionary histories that traditional tree-based models cannot adequatel [...] |
21 July 14:20-14:40 (add to calendar) | 03A | Ian Gingerich | Randomized Spatial PCA (RASP): a computationally efficient method for dimensionality reduction of high-resolution spatial transcriptomics data | GenCompBio: General Computational Biology | Spatial transcriptomics (ST) provides critical insights into the complex spatial organization of gene expression in tissues, enabling researchers to u [...] |
21 July 14:20-14:40 (add to calendar) | 01A | Se Yeon Seo | TCR-epiDiff: Solving Dual Challenges of TCR Generation and Binding Prediction | MLCSB: Machine Learning in Computational and Systems Biology | Motivation: T-cell receptors (TCRs) are fundamental components of the adaptive immune system, recognizing specific antigens for targeted immune respon [...] |
21 July 14:20-14:40 (add to calendar) | 02F | Kristi Holmes | A Global Model for FAIR and Open Research: Scalable, Collaborative Infrastructure in Action | NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing | Learn how Zenodo and InvenioRDM are advancing global biomedical research through scalable, AI-integrated, and FAIR-aligned infrastructure. This sessio [...] |
21 July 14:20-14:40 (add to calendar) | 11A | Smart Turkana Beads: A Culturally Embedded IoT Innovation for Health Monitoring and Drug Adherence | Tech Track | Access to quality healthcare remains a persistent challenge in marginalized regions such as Turkana County in northern Kenya, where traditional belie [...] | |
21 July 14:30-15:00 (add to calendar) | 01B | Angela Wood | The COALESCE study | Bioinformatics in the UK | Professor Wood will present a flagship health data research programme, showcasing how national-scale data assets and analytical infrastructure have en [...] |
21 July 14:30-14:50 (add to calendar) | 01C | Kai Ye | Seq2Image: Computational Paradigm and Genomic Applications | ISCB-China Workshop | Seq2Image is a computational framework that transforms sequential biological data (e.g., DNA, RNA, protein sequences) into structured 2D image represe [...] |
21 July 14:40-15:00 (add to calendar) | 03B | Ali Baran Taşdemir | FlowProt: Classifier-Guided Flow Matching for Targeted Protein Backbone Generation in the de novo DNA Methyltransfarase Family | 3DSIG: Structural Bioinformatics and Computational Biophysics | Designing novel proteins with both structural stability and targeted molecular function remains a central challenge in computational biology. While re [...] |
21 July 14:40-15:00 (add to calendar) | 03A | Suneth Samarasinghe | Real-time base modification analysis for nanopore sequencing | BOSC: Bioinformatics Open Source Conference | Real-time analysis of DNA base modifications, particularly methylation, is crucial for making rapid decisions in contexts such as forensics and clinic [...] |
21 July 14:40-15:00 (add to calendar) | 03A | Bonson Wong | Open-Source GPU Acceleration for State-of-the-Art Nanopore Basecalling with Slorado | BOSC: Bioinformatics Open Source Conference | Nanopore sequencing has become a popular technology for genomic research because of its cost-effectiveness and ability to sequence long reads. Nanopor [...] |
21 July 14:40-15:00 (add to calendar) | 03A | Sinisa Ivkovic | Voyager-SDK: integrating and automating pipeline runs using Voyager-SDK and Voyager platform | BOSC: Bioinformatics Open Source Conference | At Memorial Sloan Kettering Cancer Center (MSKCC), we developed Voyager, a platform to automate the execution of computational pipelines built using c [...] |
21 July 14:40-15:00 (add to calendar) | 11BC | Katyayni Ganesan | PhytClust: Accurate and Fast Clustering in Phylogenetic Trees | EvolCompGen: Evolution & Comparative Genomics | Phylogenetic trees serve an important role in disentangling the evolutionary relationships between taxa, across diverse fields. A key question is the [...] |
21 July 14:40-15:00 (add to calendar) | 02N | Hadasa Kaufman | Genetic Confounding and Comorbidity: Re-evaluating Causal Inference in Disease Associations | GenCompBio: General Computational Biology | Comorbidity analyses indicate that ~35% of common disease pairs tend to occur sequentially within the same individual. Understanding whether this como [...] |
21 July 14:40-15:00 (add to calendar) | 01A | Chau Do | Incorporating Hierarchical Information into Multiple Instance Learning for Patient Phenotype Prediction with scRNA-seq Data | MLCSB: Machine Learning in Computational and Systems Biology | Multiple Instance Learning (MIL) provides a structured approach to patient phenotype prediction with single-cell RNA-sequencing (scRNA-seq) data. Howe [...] |
21 July 14:40-15:00 (add to calendar) | 02F | Luca Foschini | Beyond Data Sharing: AI-Powered Solutions for Effective Biomedical Data Reuse | NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing | This session will showcase AI-powered innovations that move biomedical research beyond data sharing toward meaningful data reuse. Using real-world pla [...] |
21 July 14:40-15:00 (add to calendar) | 11A | Integrating Long-Read Sequencing and Multiomics for Precision Cell Line Engineering | Tech Track | Optimizing the biomanufacturing of therapeutic molecules, such as monoclonal antibodies, is critical for delivering efficient and scalable patient tre [...] | |
21 July 14:40-15:00 (add to calendar) | 04AB | Thomas Renne | scFunBurd: Quantifying the cellular liability for complex disorders of all rare gene-disrupting variants. | VarI: Variant Interpretation | Neurodevelopmental disorders are examples of complex disorders with multidimensional etiologies. This study focuses on Autism Spectrum Disorder (ASD), [...] |
21 July 14:45-15:00 (add to calendar) | 12 | Maria Brbic | Predicting Perturbation Effects: Are We Really There? | DREAM Challenges | TBA [...] |
21 July 14:50-15:10 (add to calendar) | 01C | Liang Huang | Language AI for Viruses, Vaccines, and Drugs | ISCB-China Workshop | This talk highlights some highly unexpected connections between biology and linguistics. For example, our Nature (2023) paper designed highly stable a [...] |
21 July 15:00-15:20 (add to calendar) | 03B | Remo Rohs | Molecular design and structure-based modeling with generative deep learning | 3DSIG: Structural Bioinformatics and Computational Biophysics | The rapid expansion of crystal structure data and libraries of readily synthesizable molecules has recently opened up new areas of chemical space for [...] |
21 July 15:00-15:20 (add to calendar) | 03A | Jose Espinosa-Carrasco | Empowering Bioinformatics Communities with nf-core: The success of an open-source bioinformatics ecosystem | BOSC: Bioinformatics Open Source Conference | The nf-core community exemplifies how open-source software development fosters collaboration, innovation, and sustainability in bioinformatics. nf-cor [...] |
21 July 15:00-15:20 (add to calendar) | 01B | Tim Beck | TRE-FX platform for federated analytics of sensitive data in Trusted Research Environments | Bioinformatics in the UK | A Trusted Research Environment (TRE) is a highly secure computer system that allows sensitive data from different sources to be combined, de-personali [...] |
21 July 15:00-15:15 (add to calendar) | 12 | Pablo Meyer-Rojas | AI Alliance: Benchmarking foundation models for drug discovery | DREAM Challenges | The AI Alliance is focused on fostering an open community and enabling developers and researchers to accelerate responsible innovation in AI while ens [...] |
21 July 15:00-15:20 (add to calendar) | 11BC | Ruyi Chen | Learning the Language of Phylogeny with MSA Transformer | EvolCompGen: Evolution & Comparative Genomics | Classical phylogenetic inference assumes independence between sites, potentially undermining the accuracy of evolutionary analyses in the presence of [...] |
21 July 15:00-15:20 (add to calendar) | 02N | Julian Stamp | Sparse modeling of interactions enables fast detection of genome-wide epistasis in biobank-scale studies | GenCompBio: General Computational Biology | The lack of computational methods capable of detecting epistasis in biobanks has led to uncertainty about the role of non-additive genetic effects on [...] |
21 July 15:00-15:10 (add to calendar) | 01A | Julián García-Vinuesa | PANDORA: Peptide-based ANtimicrobial Design Optimized by Reinforcement Automation | MLCSB: Machine Learning in Computational and Systems Biology | The global rise of antibiotic resistance, particularly in critical pathogens such as Acinetobacter baumannii, Pseudomonas aeruginosa, and Enterobacter [...] |
21 July 15:00-15:20 (add to calendar) | 02F | Tanja Davidsen | Reusable Cyberinfrastructure and Use Cases for the Cancer Research Data Commons (CRDC) | NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing | This session highlights how NIH’s Cancer Research Data Commons (CRDC) and supporting cyberinfrastructure are transforming cancer research through scal [...] |
21 July 15:00-15:20 (add to calendar) | 11A | Harry Allsopp | Lonza Sponsor Talk | Tech Track | |
21 July 15:00-15:20 (add to calendar) | 04AB | Magdalena Strauss | Biostatistical approaches to single-cell perturbation screens to create a prospective map of mutational impact | VarI: Variant Interpretation | DNA single nucleotide variants are a major cause of drug resistance in cancer, but for most variants their effects on drug response are yet unknown. W [...] |
21 July 15:10-15:30 (add to calendar) | 01C | Single Cell Spatial Transcriptomics: Decoding Cellular Heterogeneity in Spatial Dimensions | ISCB-China Workshop | ||
21 July 15:10-15:20 (add to calendar) | 01A | Line Sandvad Nielsen | NetStart 2.0: Prediction of Eukaryotic Translation Initiation Sites Using a Protein Language Model | MLCSB: Machine Learning in Computational and Systems Biology | "Background: Accurate identification of translation initiation sites is essential for the proper translation of mRNA into functional proteins. In euka [...] |
21 July 15:15-15:30 (add to calendar) | 12 | Elizabeth Fahsbender | Benchmarking in Service of Virtual Cell Models: Challenges, Opportunities, and a Path Forward | DREAM Challenges | Realizing the vision of AI-powered Virtual Cells demands robust and biologically meaningful benchmarks that ensure models are reliable, reproducible, [...] |
21 July 15:20-15:40 (add to calendar) | 03B | Xiangru Tang | BC-Design: A Biochemistry-Aware Framework for Highly Accurate Inverse Protein Folding | 3DSIG: Structural Bioinformatics and Computational Biophysics | Inverse protein folding, which aims to design amino acid sequences for desired protein structures, is fundamental to protein engineering and therapeut [...] |
21 July 15:20-15:40 (add to calendar) | 03A | Aziz Khan | JASPAR-Suite: An open toolkit for accessing TF binding motifs | BOSC: Bioinformatics Open Source Conference | JASPAR database (https://jaspar.elixir.no) is a widely used open-access database of manually curated, non-redundant transcription factor (TF) binding [...] |
21 July 15:20-15:40 (add to calendar) | 03A | Sebastian Ayala-Ruano | VueGen: automating the generation of scientific reports | BOSC: Bioinformatics Open Source Conference | The analysis of omics data typically involves multiple bioinformatics tools and methods, each producing distinct output files. However, compiling thes [...] |
21 July 15:20-15:40 (add to calendar) | 03A | Bryan Cosca | The world’s biomedical knowledge in less than a gram: introducing the PGP incubator | BOSC: Bioinformatics Open Source Conference | In this talk, we describe a new project, the Personal Genome Project incubator. The PGPincubator is an effort to create a distribution of open data, [...] |
21 July 15:20-15:40 (add to calendar) | 01B | Charles Gadd | SurvivEHR: A Primary Care Foundation Prediction Model for Multiple Long-Term Conditions | Bioinformatics in the UK | We present SurvivEHR, a foundation model for time-to-event prediction using Electronic Health Records (EHR), based on the Generative Pre-trained Trans [...] |
21 July 15:20-15:40 (add to calendar) | 11BC | Adam Gudys | Accurate multiple sequence alignment at protein-universe scale with FAMSA 2 | EvolCompGen: Evolution & Comparative Genomics | Multiple sequence alignment (MSA) is a crucial analysis in computational biology applied, e.g., in phylogeny reconstruction or protein function predic [...] |
21 July 15:20-15:40 (add to calendar) | 02N | Mohamed Reda Keddar | Pan-cancer analysis in the real-world setting uncovers immunogenomic drivers of acquired resistance post-immunotherapy | GenCompBio: General Computational Biology | Immune checkpoint blockade (ICB) has transformed cancer care, procuring long-lasting benefit to patients across various cancer types. However, >80% of [...] |
21 July 15:20-15:30 (add to calendar) | 01A | Uxía Veleiro | Towards a more inductive world for drug repurposing approaches | MLCSB: Machine Learning in Computational and Systems Biology | Drug–target interaction (DTI) prediction is a challenging albeit essential task in drug repurposing. Learning on graph models has drawn special attent [...] |
21 July 15:20-15:40 (add to calendar) | 02F | Jared Rozowsky | Power Your Kids First or INCLUDE Data Analysis on The Interoperable CAVATICA Cloud Analytics Workspace | NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing | The NIH-funded Gabriella Miller Kids First Data Resource Center (KF-DRC) and the INCLUDE Data Coordinating Center (INCLUDE DCC) provide harmonized dat [...] |
21 July 15:20-15:40 (add to calendar) | 11A | Stephen Williams | Revving up insights in single cell and spatial exploration | Tech Track | 10x Genomics will present a comprehensive overview of our cutting-edge technologies: Visium for spatial transcriptomics, Chromium for single-cell anal [...] |
21 July 15:20-15:30 (add to calendar) | 04AB | Ning Shen | SpliceTransformer predicts tissue-specific splicing linked to human diseases | VarI: Variant Interpretation | We present SpliceTransformer (SpTransformer), a deep-learning framework that predicts tissue-specific RNA splicing alterations linked to human disease [...] |
21 July 15:30-16:00 (add to calendar) | 12 | Anshul Kundaje | Deep learning models of regulatory DNA: A critical analysis of model design choices | DREAM Challenges | Keynote: Gene expression is tightly regulated by complexes of proteins that interpret complex sequence syntax encoded in regulatory DNA. Genetic varia [...] |
21 July 15:30-16:00 (add to calendar) | 01C | Bioinformatics @ China | ISCB-China Workshop | ||
21 July 15:30-15:40 (add to calendar) | 01A | Nhung Duong | Hierarchical Multi-Agent Reinforcement Learning For Optimizing CRISPR-Based Polygenic Therapeutic Design | MLCSB: Machine Learning in Computational and Systems Biology | Background. CRISPR therapies for polygenic disorders require simultaneous optimization of multiple guides and delivery constraints. Current approaches [...] |
21 July 15:30-15:40 (add to calendar) | 04AB | Dennis Hecker | Cell type-specific epigenetic regulatory circuitry of coronary artery disease loci | VarI: Variant Interpretation | Coronary artery disease (CAD) is the leading cause of death worldwide. Recently, hundreds of genomic loci have been shown to increase CAD risk, howeve [...] |
21 July 15:40-16:00 (add to calendar) | 03B | Xinyi Zhou | DivPro: Diverse Protein Sequence Design with Direct Structure Recovery Guidance | 3DSIG: Structural Bioinformatics and Computational Biophysics | Motivation: Structure-based protein design is crucial for designing proteins with novel structures and functions, which aims to generate sequences tha [...] |
21 July 15:40-16:00 (add to calendar) | 03A | Jim Procter | Slivka: a new ecosystem for wrapping local code as web services | BOSC: Bioinformatics Open Source Conference | Slivka is a Python/Flask/MongoDB framework that allows command line tools to be made available as web services through creation of a YAML document tha [...] |
21 July 15:40-15:50 (add to calendar) | 01B | David Yuan | Pathogen Analysis System (PAS): A Scalable Genomic Data Processing Framework Integrated with the European Nucleotide Archive | Bioinformatics in the UK | The Pathogen Data Network (PDN) consists of two interconnected networks: local private data hubs for public health and global public knowledge bases f [...] |
21 July 15:40-16:00 (add to calendar) | 11BC | Erik Wright | Community detection at unprecedented scales with ExoLabel | EvolCompGen: Evolution & Comparative Genomics | Many approaches in comparative genomics rely on clusters of orthologous genes (COGs). Methods for constructing COGs often employ community detection a [...] |
21 July 15:40-16:00 (add to calendar) | 02N | Komlan Atitey | Beyond Mutation Frequency: A Bayesian Framework for Identifying Functional Cancer Drivers from Single-Cell Data | GenCompBio: General Computational Biology | Cancer is driven by genetic alterations, especially gain-of-function mutations in oncogenes (OGs) and loss-of-function mutations in tumor suppressor g [...] |
21 July 15:40-15:50 (add to calendar) | 01A | Luyang Li | Developing a Deep Learning Model for Single-Cell RNA Splicing Analysis | MLCSB: Machine Learning in Computational and Systems Biology | Approximately 95% of human genes undergo alternative splicing (AS), a process that allows a single gene to produce multiple proteins with distinct fun [...] |
21 July 15:40-16:00 (add to calendar) | 02F | Julie Jurgens | The Gene Set Browser: An interoperable and AI/ML-ready tool for gene set analysis in the Common Fund Data Ecosystem (CFDE) | NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing | Summary: This session introduces the NIH Common Fund Data Ecosystem (CFDE) Gene Set Browser, an AI/ML-ready tool that connects diverse biomedical dat [...] |
21 July 15:40-16:00 (add to calendar) | 11A | Severin Dicks | The Next Generation of scverse - Tools for Scalable Single-Cell Analysis | Tech Track | Scverse is a modular, open-source ecosystem for scalable single-cell omics analysis. It provides standardized data structures through AnnData, MuData, [...] |
21 July 15:40-15:50 (add to calendar) | 04AB | Ritwiz Kamal | MultiPopPred: A Trans-Ethnic Disease Risk Prediction Method, and its Evaluation on Low Resource Populations | VarI: Variant Interpretation | Genome-wide association studies (GWAS) aimed at estimating the disease risk of genetic factors have long been focusing on homogeneous Caucasian popula [...] |
21 July 15:50-16:00 (add to calendar) | 01B | Heba Sailem | AI in Histopathology Explorer for comprehensive analysis of the evolving AI landscape in histopathology | Bioinformatics in the UK | Digital pathology and artificial intelligence (AI) hold immense transformative potential to revolutionize cancer diagnostics, treatment outcomes, and [...] |
21 July 15:50-16:00 (add to calendar) | 01A | Francesca Cuturello | Evolutionary constraints guide AlphaFold2 in predicting alternative conformations and inform rational mutation design | MLCSB: Machine Learning in Computational and Systems Biology | Investigating structural variability is essential for understanding protein biological functions. Although AlphaFold2 accurately predicts static struc [...] |
21 July 15:50-16:00 (add to calendar) | 04AB | Huijiao Yang | Rethink gender as confounder in non linear PRS for human height prediction | VarI: Variant Interpretation | Polygenic risk score (PRS) models often include gender as a fixed covariate, implicitly assuming a direct and additive effect on traits such as height [...] |
21 July 16:40-16:50 (add to calendar) | 03B | Dmitry Molodenskiy | AlphaPulldown2—a general pipeline for high-throughput structural modeling | 3DSIG: Structural Bioinformatics and Computational Biophysics | AlphaPulldown2 streamlines protein structural modeling by automating workflows, improving code adaptability, and optimizing data management for large- [...] |
21 July 16:40-17:00 (add to calendar) | 03A | Munazah Andrabi | FAIRDOM-SEEK: Platform for FAIR data and research asset management | BOSC: Bioinformatics Open Source Conference | As research becomes more data-driven, collaborative, and interdisciplinary, the need for structured, accessible, and well-curated data outputs with ri [...] |
21 July 16:40-17:00 (add to calendar) | 01B | Mo Lotfollahi | Generative machine learning to model cellular perturbations | Bioinformatics in the UK | The field of cellular biology has long sought to understand the intricate mechanisms that govern cellular responses to various perturbations, be they [...] |
21 July 16:40-16:55 (add to calendar) | 12 | Justin Guinney | Benchmarking Multi-Modal Large Language Models for Metastatic Breast Cancer Prognosis | DREAM Challenges | Inputs into cancer prognostic models are primarily structured data such as demographic and clinicopathological features, and lack richer and temporal [...] |
21 July 16:40-17:00 (add to calendar) | 11BC | Charles Bernard | EdgeHOG: Scalable and Fine-Grained Ancestral Gene Order Inference Across the Tree of Life | EvolCompGen: Evolution & Comparative Genomics | Ancestral genomes are essential for studying the diversification of life from the last universal common ancestor to modern organisms. Methods have bee [...] |
21 July 16:40-17:00 (add to calendar) | 02N | Nadine S. Kurz | AdaGenes: A streaming processor for high-throughput annotation and filtering of sequence variant data | GenCompBio: General Computational Biology | The amount of sequencing data resulting from whole exome or genome sequencing (WES / WGS) presents challenges for annotation, filtering, and analysis. [...] |
21 July 16:40-17:10 (add to calendar) | 01C | Learning Multiscale Cellular Organization and Interaction | ISCB-China Workshop | ||
21 July 16:40-16:50 (add to calendar) | 01A | Nikolaos Meimetis | Integrating Machine Learning and Systems Biology to rationally design operational conditions for in vitro / in vivo translation of microphysiological systems | MLCSB: Machine Learning in Computational and Systems Biology | Preclinical models are used extensively to study diseases and potential therapeutic treatments. Complex in vitro platforms incorporating human cellula [...] |
21 July 16:40-17:00 (add to calendar) | 02F | Fenglou Mao | NIH Quantum Computing Initiatives | NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing | |
21 July 16:40-17:20 (add to calendar) | 04AB | Andrew Lawson | Somatic mutations in normal tissues | VarI: Variant Interpretation | As we age, all cells in our bodies continuously acquire somatic mutations. Despite appearing histologically normal, many tissues become progressively [...] |
21 July 16:50-17:00 (add to calendar) | 03B | Michel van Kempen | Extending 3Di: Increasing Protein Structure Search Sensitivity with a Complementary Alphabet | 3DSIG: Structural Bioinformatics and Computational Biophysics | Fast protein structure search methods, such as Foldseek, are essential to make use of the vast amount of structural information generated by structure [...] |
21 July 16:50-17:00 (add to calendar) | 01A | Roman Joeres | Data Splitting Against Information Leakage with DataSAIL | MLCSB: Machine Learning in Computational and Systems Biology | Information leakage (IL) is an increasingly important topic in machine learning (ML) research, especially in biomedical applications. When IL happens [...] |
21 July 16:55-17:30 (add to calendar) | 12 | Crowdsourcing Experiment | DREAM Challenges | We will collectively conduct a small scale community experiment to simulate a large scale crowdsourcing initiative to benchmark foundation models. [...] | |
21 July 17:00-17:10 (add to calendar) | 03B | Justas Dapkunas | PPI3D clusters: non-redundant datasets of protein-protein, protein-peptide and protein-nucleic acid complexes, interaction interfaces and binding sites | 3DSIG: Structural Bioinformatics and Computational Biophysics | To accomplish their functions in living organisms, proteins usually interact with various biological macromolecules, including other proteins and nucl [...] |
21 July 17:00-17:20 (add to calendar) | 03A | Jimmy Payyappilly | Walkthrough of GA4GH standards and interoperability it provides for genomic data implementations | BOSC: Bioinformatics Open Source Conference | The sharing of genomic and health-related data for biomedical research is of key importance in ensuring continued progress in our understanding of hum [...] |
21 July 17:00-17:20 (add to calendar) | 03A | Laura Godfrey | LiMeTrack: A lightweight biosample management platform for the multicenter SATURN3 consortium | BOSC: Bioinformatics Open Source Conference | Biomedical research projects involving large patient cohorts are increasingly complex, both in terms of data modalities and number of samples. Hence, [...] |
21 July 17:00-17:20 (add to calendar) | 03A | Rachel Seongeun Kim | BFVD – A release of 351k viral protein structure predictions | BOSC: Bioinformatics Open Source Conference | While the AlphaFold Protein Structure Database (AFDB) is the largest resource of accurately predicted structures – covering 214 million UniProt entrie [...] |
21 July 17:00-17:10 (add to calendar) | 01B | Carla Greco | Building the world’s largest, ethically-sourced database of biological information to pioneer a new class of foundational AI models | Bioinformatics in the UK | Foundational AI models are revolutionizing many fields, but their effectiveness hinges on the availability of high-quality, diverse data. Without a ro [...] |
21 July 17:00-17:20 (add to calendar) | 11BC | Sophia Chirrane | JIGSAW: Accurate inference of exact copy numbers from targeted single-cell DNA sequencing | EvolCompGen: Evolution & Comparative Genomics | Tumorigenesis is driven by the interplay between somatic single-nucleotide variants (SNVs) and larger structural alterations, like copy number alterat [...] |
21 July 17:00-17:20 (add to calendar) | 02N | Serghei Mangul | Comprehensive framework for assessing discrepancies in genomic content and species-level annotations across microbial reference genomes | GenCompBio: General Computational Biology | Metagenomics research provides insights into the composition, diversity, and functions of microbial communities in various environments. To identify b [...] |
21 July 17:00-18:00 (add to calendar) | 01A | Maria Brbic | Generative AI for Unlocking the Complexity of Cells | MLCSB: Machine Learning in Computational and Systems Biology | We are witnessing an AI revolution. At the heart of this revolution are generative AI models that, powered by advanced architectures and large dataset [...] |
21 July 17:00-17:20 (add to calendar) | 02F | Chi Zhang | Advancing quantum algorithms for elementary mode and metabolic flux analysis | NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing | Metabolic networks play a central role in cellular function, supporting energy production, biosynthesis, and adaptation to environmental conditions. E [...] |
21 July 17:10-17:30 (add to calendar) | 03B | Su Datt Lam | From GWAS to Protein Structures: Illuminating Stress Resistance in Plants | 3DSIG: Structural Bioinformatics and Computational Biophysics | Plants face significant environmental stress such as pathogens, salinity, drought, and extreme temperatures. To survive, they evolve diverse adaptive [...] |
21 July 17:10-17:20 (add to calendar) | 01B | Arijit Patra | Multimodal generative machine learning for non-clinical safety evaluations in drug discovery and development | Bioinformatics in the UK | In the evolving landscape of pharmaceutical drug development and a constant reimagination of the Ideas to Patient journey, the integration of multimod [...] |
21 July 17:10-17:30 (add to calendar) | 01C | James Zou | Language-guided biology | ISCB-China Workshop | Large language models (LLMs), such as ChatGPT, have read millions of papers and contains tremendous biomedical knowledge. In language-guided biology, [...] |
21 July 17:20-17:40 (add to calendar) | 03A | Monica Munoz-Torres | AI-readiness for biomedical data: Bridge2AI recommendations | BOSC: Bioinformatics Open Source Conference | The convergence of biomedical research and artificial intelligence (AI) promises unprecedented insights into complex biological systems. However, real [...] |
21 July 17:20-17:30 (add to calendar) | 01B | Steven M. Hill | CUPiD: a machine learning approach for determining tissue-of-origin in cancers of unknown primary from cell-free DNA methylation profiles | Bioinformatics in the UK | Patients with cancer of unknown primary (CUP) present with metastases, but without an identifiable primary tumour and typically have poor outcomes. De [...] |
21 July 17:20-17:40 (add to calendar) | 11BC | Ricardo C. Rodriguez de la Vega | EASYstrata: a fully integrated workflow to infer evolutionary strata along sex chromosomes and other supergenes | EvolCompGen: Evolution & Comparative Genomics | New reference-level genomes are becoming increasingly available across the tree of life, opening new avenues for addressing exciting evolutionary ques [...] |
21 July 17:20-17:40 (add to calendar) | 02N | Sumit Walia | Building Ultralarge Pangenomes Using Scalable and Compressive Techniques | GenCompBio: General Computational Biology | Pangenomics studies intra-species genetic diversity by analyzing collections of genomes from the same species. As pangenomics scales to millions of se [...] |
21 July 17:20-17:40 (add to calendar) | 02F | Vischi Michele | Efficient quantum algorithm to simulate open systems through a single environmental qubit | NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing | Simulating the dynamics of open quantum systems allows to understand real-world quantum phenomena which is a crucial task in a variety of fields. Rece [...] |
21 July 17:20-17:40 (add to calendar) | 04AB | Michal Linial | Revisiting Cancer Predisposition: Identifying Altered Genes with Protective and Recessive Effects | VarI: Variant Interpretation | essential for both preventive and personalized medicine. Genetic studies of cancer predisposition typically identify significant genomic regions throu [...] |
21 July 17:30-17:40 (add to calendar) | 03B | Sevastianos Korsak | Chromatin as a Coevolutionary Graph: Modeling the Interplay of Replication with Chromatin Dynamics | 3DSIG: Structural Bioinformatics and Computational Biophysics | Modeling DNA replication poses significant challenges due to the intricate interplay of biophysical processes and the need for precise parameter optim [...] |
21 July 17:30-17:35 (add to calendar) | 01B | Charlie Harrison | Introduction to AIBIO UK | Bioinformatics in the UK | AIBIO-UK is a UKRI BBSRC-funded network to support and enhance engagement between the Biosciences and AI communities in the UK. The network supports [...] |
21 July 17:30-18:00 (add to calendar) | 12 | Evaluating and Benchmarking Foundation Models | DREAM Challenges | Speakers will give their opinions and about best practices to evaluate foundation models in biomedicine, and engage in conversation with attendees. [...] | |
21 July 17:30-18:00 (add to calendar) | 01C | AI and Bioinformatics: The Next Era | ISCB-China Workshop | ||
21 July 17:35-18:00 (add to calendar) | 01B | AI: Careers and trajectories | Bioinformatics in the UK | TBC [...] | |
21 July 17:40-18:00 (add to calendar) | 03B | Clément Bernard | RNA-TorsionBERT: leveraging language models for RNA 3D torsion angles prediction | 3DSIG: Structural Bioinformatics and Computational Biophysics | Predicting the 3D structure of RNA is an ongoing challenge that has yet to be completely addressed despite continuous advancements. RNA 3D structures [...] |
21 July 17:40-17:50 (add to calendar) | 03A | Susheel Varma | Bridging the gap: advancing aging & dementia research through the open-access AD Knowledge Portal | BOSC: Bioinformatics Open Source Conference | The AD Knowledge Portal (adknowledgeportal.org) is an NIA-funded resource developed by Sage Bionetworks to facilitate Alzheimer's Disease research thr [...] |
21 July 17:40-18:00 (add to calendar) | 11BC | Suvojit Hazra | The Phylogenetic Dynamic Regulatory Module Networks (P-DRMN) study infers Cis-regulatory features responsible for evolution of mammalian gene regulatory programs in aortic endothelium | EvolCompGen: Evolution & Comparative Genomics | Cis-regulatory elements (CREs), such as promoters and enhancers, interact with transcription factors (TFs) to drive gene regulatory programs and contr [...] |
21 July 17:40-18:00 (add to calendar) | 02N | Melissa Sanabria | Information Content as a metric to evaluate and compare DNA Language Models | GenCompBio: General Computational Biology | Large language models have transformed the field of natural language processing by enabling the generation of coherent and meaningful text. This succe [...] |
21 July 17:40-18:00 (add to calendar) | 02F | Yong Chen | Quantum Approximate Optimization for K-Area Clustering of Biological Data | NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing | |
21 July 17:40-17:50 (add to calendar) | 04AB | Antoine Favier | COBT: A gene-based rare variant burden test for case-only study designs using aggregated genotypes from public reference cohorts | VarI: Variant Interpretation | More than 4000 rare genetic diseases have been reported, affecting 1 in 16 people. Yet, around 50% of patients remain undiagnosed after genetic testin [...] |
21 July 17:50-18:00 (add to calendar) | 03A | Susheel Varma | The ELITE Portal: A FAIR Data Resource For Healthy Aging Over The Life Span | BOSC: Bioinformatics Open Source Conference | Exceptional longevity (EL) is a rare phenotype characterized by an extended health span and sustained physiological function. Various domain-specific [...] |
21 July 17:50-18:00 (add to calendar) | 04AB | Concluding remarks and prizes | VarI: Variant Interpretation | ||
21 July 18:00-18:00 (add to calendar) | 02F | Closing Remarks | NIH Track on GenAI, Cyberinfrastructure, Digital Twins, and Quantum Computing | ||
22 July 08:40-09:00 (add to calendar) | 01A | - | Morning Welcome and Keynote Introduction | Distinguished Keynotes | |
22 July 09:00-10:00 (add to calendar) | 01A | James Zou | Computational biology in the age of AI agents | Distinguished Keynotes | AI agents—large language models equipped with tools and reasoning capabilities-are emerging as powerful research enablers. This talk will explore how [...] |
22 July 11:20-12:00 (add to calendar) | 03B | Diego Ulises Ferreiro | A (bio)computational perspective on protein folding, function and evolution | 3DSIG: Structural Bioinformatics and Computational Biophysics | Natural protein molecules are amazing objects that somehow compute their structure, dynamics, and activities given a sequence of amino acids and an en [...] |
22 July 11:20-12:20 (add to calendar) | 03A | Chris Mungall | Open Knowledge Bases in the Age of Generative AI | BOKR: Bio-Ontologies and Knowledge Representation | The scientific and clinical community relies on the active development of a wide range of inter-linked knowledge bases, in order to plan experiments, [...] |
22 July 11:20-12:20 (add to calendar) | 03A | Chris Mungall | Open Knowledge Bases in the Age of Generative AI | BOSC: Bioinformatics Open Source Conference | The scientific and clinical community relies on the active development of a wide range of inter-linked knowledge bases, in order to plan experiments, [...] |
22 July 11:20-12:00 (add to calendar) | 04AB | Julio Saez-Rodriguez | Knowledge-based machine learning to study cellular regulation from spatial multi-omics data | CSI: Computational Systems Immunology | Multi-omics technologies, specially with single-cell and spatial resolution, provide unique opportunities to the key study intra- and inter-cellular p [...] |
22 July 11:20-12:00 (add to calendar) | 02F | Warwick Dunn | The elephant in the (metabolomics) room: computational approaches for small molecule structural annotation from single biological study to data repositories | CompMS: Computational Mass Spectrometry | Multiple omics research strategies (metabolomics, lipidomics, exposomics) focus on the reporting of small molecules in biological systems in relation [...] |
22 July 11:20-11:30 (add to calendar) | 12 | Introduction | EvolCompGen: Evolution & Comparative Genomics | Introduction to the joint session Function and EvolCompGen [...] | |
22 July 11:20-11:30 (add to calendar) | 12 | Introduction | Function: Gene and Protein Function Annotation | Introduction to the joint session Function and EvolCompGen [...] | |
22 July 11:20-12:20 (add to calendar) | 01A | Maria Chikina | Toward Mechanistic Genomics: Advances in Sequence-to-Function Modeling | MLCSB: Machine Learning in Computational and Systems Biology | Recent advances have firmly established sequence-to-function models as essential tools in modern genomics, enabling unprecedented insights into how ge [...] |
22 July 11:20-12:00 (add to calendar) | 01B | Laura Cantini | Multi-modal learning for single-cell data integration | NetBio: Network Biology | Single-cell RNA sequencing (scRNAseq) is revolutionizing biology and medicine. The possibility to assess cellular heterogeneity at a previously inacce [...] |
22 July 11:20-11:30 (add to calendar) | 01C | Opening Talk | SysMod: Computational Modeling of Biological Systems | The community of special interest (COSI) in systems modeling (SysMod) organizes annual one-day gatherings. In 2025 the meeting comprises three session [...] | |
22 July 11:20-11:40 (add to calendar) | 11A | Adam Talbot | Scale with Seqera: Accelerate, Expand, and Collaborate | Tech Track | Turning a promising research project into a robust, real-world solution requires tools that support both early experimentation and enterprise-scale de [...] |
22 July 11:20-11:30 (add to calendar) | 02N | Welcome and opening remarks | TransMed: Translational Medicine Informatics & Applications | ||
22 July 11:30-12:10 (add to calendar) | 12 | Marc Robinson-Rechavi | Evolution of function in light of gene expression | EvolCompGen: Evolution & Comparative Genomics | One of the fundamental questions of genome evolution is how gene function changes or is constrained, whether between species (orthologs) or inside gen [...] |
22 July 11:30-12:10 (add to calendar) | 12 | Marc Robinson-Rechavi | Evolution of function in light of gene expression | Function: Gene and Protein Function Annotation | One of the fundamental questions of genome evolution is how gene function changes or is constrained, whether between species (orthologs) or inside gen [...] |
22 July 11:30-12:10 (add to calendar) | 01C | Ronan Fleming | Variational kinetics: a variational formulation of reaction kinetics | SysMod: Computational Modeling of Biological Systems | Established genome-scale modelling methods primarily predict reaction fluxes while established high-throughput experimental technologies primarily mea [...] |
22 July 11:30-12:10 (add to calendar) | 02N | Melanie Schirmer | Gene-centric metagenomic analysis reveals functional insights into disease | TransMed: Translational Medicine Informatics & Applications | The human microbiome encodes millions of microbial genes that play a critical role for our health. However, identifying disease-associated microbial g [...] |
22 July 11:40-12:00 (add to calendar) | 11A | Viktor Rudko | SimpleVM - Effortless Cloud Computing for Research | Tech Track | SimpleVM empowers life science researchers to harness cloud resources, regardless of their expertise in cloud computing. As a multi-cloud application, [...] |
22 July 12:00-12:20 (add to calendar) | 03B | David Moi | Structural Phylogenetics: toward an evolutionary model capturing both sequence and structure | 3DSIG: Structural Bioinformatics and Computational Biophysics | Inferring deep phylogenetic relationships between proteins requires methods that can capture the iterative optimisation of the final folded protein ob [...] |
22 July 12:00-12:20 (add to calendar) | 04AB | Robert F. Murphy | Flexible and robust cell type annotation for highly multiplexed tissue images | CSI: Computational Systems Immunology | Identifying cell types in highly multiplexed images is essential for understanding tissue spatial organization. Current cell type annotation methods o [...] |
22 July 12:00-12:20 (add to calendar) | 02F | Madina Bekbergenova | MetaboT: AI-based agent for natural language-based interaction with metabolomics knowledge graphs | CompMS: Computational Mass Spectrometry | Long abstract is submitted in pdf [...] |
22 July 12:00-12:20 (add to calendar) | 01B | Mayra Luisa Ruiz Tejada Segura | Nichesphere: A method to identify disease specific physical cell-cell interactions and underlying cellular communication networks | NetBio: Network Biology | Understanding disease specific cellular crosstalk is crucial for therapeutic targeting but challenging as signaling pathways dependent on direct physi [...] |
22 July 12:00-12:20 (add to calendar) | 11A | Mitchell Shiell | Overture Prelude: A toolkit for small teams with big data problems | Tech Track | Overture is used to build platforms that enable researchers to organize and share their data quickly, flexibly and at multiple scales. While Overture [...] |
22 July 12:10-12:20 (add to calendar) | 12 | Erik Wright | Convergent evolution to similar proteins confounds structure search | EvolCompGen: Evolution & Comparative Genomics | Advances in protein structure prediction and structural search tools (e.g., FoldSeek and PLMSearch) have enabled large-scale comparison of protein str [...] |
22 July 12:10-12:20 (add to calendar) | 12 | Erik Wright | Convergent evolution to similar proteins confounds structure search | Function: Gene and Protein Function Annotation | Advances in protein structure prediction and structural search tools (e.g., FoldSeek and PLMSearch) have enabled large-scale comparison of protein str [...] |
22 July 12:10-12:30 (add to calendar) | 01C | Shauna O'Donovan | A dynamic multi-tissue metabolic reconstruction reveals interindividual variation in postprandial metabolic fluxes | SysMod: Computational Modeling of Biological Systems | Genome-scale metabolic models (GEMs) are large network-based metabolic reconstructions that can predict the flux of numerous metabolites making them v [...] |
22 July 12:10-12:30 (add to calendar) | 02N | Mirko Treccani | How (poly)phenols can shape a healthier life? A nutri-omics investigation on their cardiometabolic health effects | TransMed: Translational Medicine Informatics & Applications | (Poly)phenols (PPs) are a group of bioactive compounds found in plant-based food, widely consumed within diet. Several studies have reported the benef [...] |
22 July 12:20-12:40 (add to calendar) | 03B | Joel Roca Martinez | The structural and functional plasticity of the GNAT fold: A case of convergent evolution | 3DSIG: Structural Bioinformatics and Computational Biophysics | Spermine/spermidine acetyltransferases (SSATs) are members of the highly diverse Gcn5-related N-acetyltransferase (GNAT) superfamily, which ranks amon [...] |
22 July 12:20-12:40 (add to calendar) | 03A | Favour James | textToKnowledgeGraph: Generation of Molecular Interaction Knowledge Graphs Using Large Language Models for Exploration in Cytoscape | BOKR: Bio-Ontologies and Knowledge Representation | Knowledge graphs (KGs) are powerful tools for structuring and analyzing biological information due to their ability to represent data and improve quer [...] |
22 July 12:20-12:40 (add to calendar) | 03A | Favour James | textToKnowledgeGraph: Generation of Molecular Interaction Knowledge Graphs Using Large Language Models for Exploration in Cytoscape | BOSC: Bioinformatics Open Source Conference | Knowledge graphs (KGs) are powerful tools for structuring and analyzing biological information due to their ability to represent data and improve quer [...] |
22 July 12:20-12:40 (add to calendar) | 04AB | Haoyu Wang | Dual-Graph Attention Network for Protein Imputation from Spatial Transcriptomics | CSI: Computational Systems Immunology | Cell function in multicellular systems is shaped by its spatial context, making the study of cellular interactions within tissues essential for unders [...] |
22 July 12:20-12:40 (add to calendar) | 02F | Alejandro Mendoza Cantu | Reference data-driven analysis for joint metabolome–microbiome readout from untargeted mass spectrometry data | CompMS: Computational Mass Spectrometry | Untargeted tandem mass spectrometry (MS/MS) metabolomics enables broad chemical profiling of complex biological samples but is limited by low annotati [...] |
22 July 12:20-12:30 (add to calendar) | 12 | Maureen Stolzer | Evolution of the Metazoan Protein Domain Toolkit Revealed by a Birth-Death-Gain Model | EvolCompGen: Evolution & Comparative Genomics | Domains, sequence fragments that encode protein modules with a distinct structure and function, are the basic building blocks of proteins. The set of [...] |
22 July 12:20-12:30 (add to calendar) | 12 | Maureen Stolzer | Evolution of the Metazoan Protein Domain Toolkit Revealed by a Birth-Death-Gain Model | Function: Gene and Protein Function Annotation | Domains, sequence fragments that encode protein modules with a distinct structure and function, are the basic building blocks of proteins. The set of [...] |
22 July 12:20-12:40 (add to calendar) | 01A | Judith Bernett | Deep learning models for unbiased sequence-based PPI prediction plateau at an accuracy of 0.65 | MLCSB: Machine Learning in Computational and Systems Biology | As most proteins interact with other proteins to perform their respective functions, methods to computationally predict these interactions have been d [...] |
22 July 12:20-12:40 (add to calendar) | 01B | Saniya Khullar | NetREm: Network Regression Embeddings reveal cell-type transcription factor coordination for gene regulation | NetBio: Network Biology | Background: Transcription factor (TF) coordination plays a key role in gene regulation via direct and/or indirect protein–protein interactions (PPIs) [...] |
22 July 12:20-13:00 (add to calendar) | 11A | Filippo Utro | AI and Quantum in Healthcare and Life Sciences | Tech Track | The advent of foundation models (FM) and quantum computing (QC) has ushered in a new paradigm for tackling complex problems, igniting significant inte [...] |
22 July 12:30-12:40 (add to calendar) | 12 | Samuel Davis | Deep Phylogenetic Reconstruction Reveals Key Functional Drivers in the Evolution of B1/B2 Metallo-β-Lactamases | EvolCompGen: Evolution & Comparative Genomics | Metallo-β-lactamases (MBLs) comprise a diverse family of antibiotic-degrading enzymes. Despite their growing implication in drug-resistant pathogens, [...] |
22 July 12:30-12:40 (add to calendar) | 12 | Samuel Davis | Deep Phylogenetic Reconstruction Reveals Key Functional Drivers in the Evolution of B1/B2 Metallo-β-Lactamases | Function: Gene and Protein Function Annotation | Metallo-β-lactamases (MBLs) comprise a diverse family of antibiotic-degrading enzymes. Despite their growing implication in drug-resistant pathogens, [...] |
22 July 12:30-12:50 (add to calendar) | 01C | Garhima Arora | Decoding organ-specific breast cancer metastasis through single-cell metabolic modeling | SysMod: Computational Modeling of Biological Systems | Breast organotropism, the preferential metastasis of breast cancer cells to specific organs, remains a critical challenge but clinically significant p [...] |
22 July 12:30-12:40 (add to calendar) | 02N | Mehdi Layeghifard | Genomic Scars of Survival: Translating Therapy-Induced Mutagenesis into Clinical Insights in Childhood Cancer | TransMed: Translational Medicine Informatics & Applications | Children with cancer endure numerous short- and long-term side effects of treatment, but the extent of DNA damage associated with chemotherapy exposur [...] |
22 July 12:40-13:00 (add to calendar) | 03B | Wan-Chun Su | Virus targeting as a dominant driver of interfacial evolution in the structurally resolved human-virus protein-protein interaction network | 3DSIG: Structural Bioinformatics and Computational Biophysics | The competitive nature of host-virus protein-protein interactions drives an ongoing evolutionary arms race between hosts and viruses. The surface regi [...] |
22 July 12:40-13:00 (add to calendar) | 03A | Bharath Dandala | BMFM-RNA: An Open Framework for Building and Evaluating Transcriptomic Foundation Models built on Biomed-Multi-Omic | BOKR: Bio-Ontologies and Knowledge Representation | High-throughput sequencing has revolutionized transcriptomic studies, and the synthesis of these diverse datasets holds significant potential for a de [...] |
22 July 12:40-13:00 (add to calendar) | 03A | Gavin Farrell | DOME Registry - Supporting ML transparency and reproducibility in the life sciences | BOKR: Bio-Ontologies and Knowledge Representation | The adoption of machine learning (ML) methods in the life sciences has been transformative, solving landmark challenges such as accurate protein struc [...] |
22 July 12:40-13:00 (add to calendar) | 03A | Raúl Fernández-Díaz | AutoPeptideML 2: An open source library for democratizing machine learning for peptide bioactivity prediction | BOKR: Bio-Ontologies and Knowledge Representation | Peptides are a rapidly growing drug modality with diverse bioactivities and accessible synthesis, particularly for canonical peptides composed of the [...] |
22 July 12:40-13:00 (add to calendar) | 03A | Bharath Dandala | BMFM-RNA: An Open Framework for Building and Evaluating Transcriptomic Foundation Models built on Biomed-Multi-Omic | BOSC: Bioinformatics Open Source Conference | High-throughput sequencing has revolutionized transcriptomic studies, and the synthesis of these diverse datasets holds significant potential for a de [...] |
22 July 12:40-13:00 (add to calendar) | 03A | Gavin Farrell | DOME Registry - Supporting ML transparency and reproducibility in the life sciences | BOSC: Bioinformatics Open Source Conference | The adoption of machine learning (ML) methods in the life sciences has been transformative, solving landmark challenges such as accurate protein struc [...] |
22 July 12:40-13:00 (add to calendar) | 03A | Raúl Fernández-Díaz | AutoPeptideML 2: An open source library for democratizing machine learning for peptide bioactivity prediction | BOSC: Bioinformatics Open Source Conference | Peptides are a rapidly growing drug modality with diverse bioactivities and accessible synthesis, particularly for canonical peptides composed of the [...] |
22 July 12:40-13:00 (add to calendar) | 04AB | Veronika Kedlian | Single-cell and spatial atlas of the Human Ageing Thymus | CSI: Computational Systems Immunology | The thymus is a primary immune organ responsible for the production of naive T cells which experiences age-related changes, also termed involution ver [...] |
22 July 12:40-13:00 (add to calendar) | 02F | Diana Karaki | Combined MS and MS/MS deconvolution of SWATH DIA data with the DIA-NMF software for comprehensive annotation in metabolomics | CompMS: Computational Mass Spectrometry | Data-independent acquisition (DIA), particularly Sequential Window Acquisition of All Theoretical Mass Spectra (SWATH-MS), is gaining momentum in unta [...] |
22 July 12:40-13:00 (add to calendar) | 02F | Nils Hoffmann | Towards mzTab-M 2.1 - Evolving the HUPO-PSI standard format for reporting of small molecule mass spectrometry results | CompMS: Computational Mass Spectrometry | Mass spectrometry (MS) is central to modern large-scale metabolomics, but a lack of data format standardization for intermediate and final MS data ana [...] |
22 July 12:40-12:50 (add to calendar) | 12 | Paul D. Thomas | A compendium of human gene functions derived from evolutionary modeling | EvolCompGen: Evolution & Comparative Genomics | A comprehensive, computable representation of the functional repertoire of all macromolecules encoded within the human genome is a foundational resour [...] |
22 July 12:40-12:50 (add to calendar) | 12 | Paul D. Thomas | A compendium of human gene functions derived from evolutionary modeling | Function: Gene and Protein Function Annotation | A comprehensive, computable representation of the functional repertoire of all macromolecules encoded within the human genome is a foundational resour [...] |
22 July 12:40-13:00 (add to calendar) | 01A | Jie Liu | Accurate PROTAC targeted degradation prediction with DegradeMaster | MLCSB: Machine Learning in Computational and Systems Biology | Motivation: Proteolysis-targeting chimeras (PROTACs) are heterobifunctional molecules that can degrade ‘undruggable’ protein of interest (POI) by recr [...] |
22 July 12:40-13:00 (add to calendar) | 01B | Giulia Cesaro | Cell-specific Graph Operation Strategy on Signaling Intracellular Pathways | NetBio: Network Biology | Recent advances in single-cell RNA sequencing have enabled a detailed exploration of cell-cell communication. Several computational tools infer extrac [...] |
22 July 12:40-12:50 (add to calendar) | 02N | Lena Möbus | MOSAIC-AD: Multilayered Patient Similarity Analysis Integrating Omics and Clinical Data for Patient Stratification in Atopic Dermatitis | TransMed: Translational Medicine Informatics & Applications | Atopic dermatitis (AD) presents with high inter-individual variability in both disease progression and treatment response. Understanding how patients [...] |
22 July 12:50-13:00 (add to calendar) | 12 | Ana Rojas | pLM in functional annotation: relationship between sequence conservation and embedding similarity | EvolCompGen: Evolution & Comparative Genomics | Functional annotation of protein sequences remains a bottleneck for understanding the biology of both model and non model organisms, as conventional h [...] |
22 July 12:50-01:00 (add to calendar) | 12 | Ana Rojas | pLM in functional annotation: relationship between sequence conservation and embedding similarity | Function: Gene and Protein Function Annotation | Functional annotation of protein sequences remains a bottleneck for understanding the biology of both model and non model organisms, as conventional h [...] |
22 July 12:50-12:55 (add to calendar) | 01C | Enzyme activation network facilitates regulatory crosstalk between metabolic pathways | SysMod: Computational Modeling of Biological Systems | The metabolic network, the largest inter connected system in the cell, is constantly regulated by a range of regulatory interactions. To characterize [...] | |
22 July 12:50-13:00 (add to calendar) | 02N | Nicola Calonaci | Gene mutant dosage determine prognosis and metastatic tropism in 60,000 clinical cancer samples | TransMed: Translational Medicine Informatics & Applications | The intricate interplay between somatic mutations and copy number alterations critically influences tumour evolution and clinical outcomes. Yet, conve [...] |
22 July 12:55-13:00 (add to calendar) | 01C | Bingxin Lu | Cell-cycle dependent DNA repair and replication unifies patterns of chromosome instability | SysMod: Computational Modeling of Biological Systems | Chromosomal instability (CIN) is pervasive in human tumours and often leads to structural or numerical chromosomal aberrations. Somatic structural var [...] |
22 July 14:00-14:20 (add to calendar) | 03B | Nicola Bordin | Novel structural arrangements from a billion-scale protein universe | 3DSIG: Structural Bioinformatics and Computational Biophysics | Recent advances in protein structure prediction by AlphaFold2 and ESMFold have massively expanded the known protein structural landscape. The AlphaFol [...] |
22 July 14:00-14:20 (add to calendar) | 03A | J. Harry Caufield | BioPortal: a rejuvenated resource for biomedical ontologies | BOKR: Bio-Ontologies and Knowledge Representation | BioPortal is an open repository of biomedical ontologies that supports data organization, curation, and integration across various domains. Serving as [...] |
22 July 14:00-14:20 (add to calendar) | 03A | J. Harry Caufield | BioPortal: a rejuvenated resource for biomedical ontologies | BOSC: Bioinformatics Open Source Conference | BioPortal is an open repository of biomedical ontologies that supports data organization, curation, and integration across various domains. Serving as [...] |
22 July 14:00-14:40 (add to calendar) | 04AB | Harinder Singh | Expanding the DNA Motif Lexicon of the Transcriptional Regulatory Code | CSI: Computational Systems Immunology | Transcriptional regulatory sequences in metazoans contain intricate combinations of transcription factor (TF) motifs. Stereospecific arrangements of s [...] |
22 July 14:00-14:20 (add to calendar) | 02F | Janne Heirman | Enhanced spectrum clustering for interpretable molecular networking | CompMS: Computational Mass Spectrometry | Small molecule tandem mass spectrometry (MS/MS) produces vast datasets, making interpretation challenging. Molecular networking aids analysis by linki [...] |
22 July 14:00-14:20 (add to calendar) | 11BC | Sama Goliaei | Disentangling SARS-CoV-2 Lineage Importations and the Role of NPIs Using Bayesian Phylogeography of 1.8 Million Genomes | EvolCompGen: Evolution & Comparative Genomics | Nonpharmaceutical interventions (NPIs) were key to limiting SARS-CoV-2 transmission before vaccines, though their effectiveness—especially regarding m [...] |
22 July 14:00-14:20 (add to calendar) | 12 | Huiying Yan | GOAnnotator: Accurate protein function annotation using automatically retrieved literature | Function: Gene and Protein Function Annotation | Automated protein function prediction/annotation (AFP) is vital for understanding biological processes and advancing biomedical research. Existing tex [...] |
22 July 14:00-14:20 (add to calendar) | 01A | Seungheun Baek | GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization | MLCSB: Machine Learning in Computational and Systems Biology | Predicting cellular responses to genetic perturbations is essential for understanding biological systems and developing targeted therapeutic strategie [...] |
22 July 14:00-14:20 (add to calendar) | 01B | Sindhura Kommu | Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning | NetBio: Network Biology | Motivation: Single-cell RNA sequencing (scRNA-seq) data offers unprecedented opportunities to infer gene regulatory networks (GRNs) at a fine-grained [...] |
22 July 14:00-14:40 (add to calendar) | 01C | Jasmin Fisher | Virtual Tumours for Predictive Precision Oncology | SysMod: Computational Modeling of Biological Systems | Cancer is a complex systemic disease driven by genetic and epigenetic aberrations that impact a multitude of signalling pathways operating in differen [...] |
22 July 14:00-14:20 (add to calendar) | 11A | Dorota Latek | GPCRVS - AI-driven decision support system for GPCR virtual screening | Tech Track | GPCRVS represents an efficient, simple, easily accessible, and open-source web service that, as a decision support system, aims to facilitate the prec [...] |
22 July 14:00-14:20 (add to calendar) | 02N | Serdar Bozdag | Top-DTI: Integrating Topological Deep Learning and Large Language Models for Drug Target Interaction Prediction | TransMed: Translational Medicine Informatics & Applications | Motivation: The accurate prediction of drug–target interactions (DTI) is a crucial step in drug discovery, providing a foundation for identifying nove [...] |
22 July 14:20-14:40 (add to calendar) | 03B | Hanne Zillmer | Towards a comprehensive view of the pocketome universe – biological implications and algorithmic challenges | 3DSIG: Structural Bioinformatics and Computational Biophysics | With the availability of reliably predicted 3D-structures for essentially all known proteins, characterizing the entirety of protein - small-molecule [...] |
22 July 14:20-14:40 (add to calendar) | 03A | Michael Bouzinier | Formal Validation of Variant Classification Rules Using Domain-Specific Language and Meta-Predicates | BOKR: Bio-Ontologies and Knowledge Representation | This talk aims to initiate a community discussion on strategies for validating the selection and curation of genetic variants for clinical and researc [...] |
22 July 14:20-14:40 (add to calendar) | 03A | Michael Bouzinier | Formal Validation of Variant Classification Rules Using Domain-Specific Language and Meta-Predicates | BOSC: Bioinformatics Open Source Conference | This talk aims to initiate a community discussion on strategies for validating the selection and curation of genetic variants for clinical and researc [...] |
22 July 14:20-14:40 (add to calendar) | 02F | Juan Sebastian Piedrahita Giraldo | Deep Learning for Small Molecule Analog Discovery From Untargeted Mass Spectrometry | CompMS: Computational Mass Spectrometry | Tandem mass spectrometry (MS/MS) is a key tool for analyzing the small molecule composition of biological samples. Untargeted metabolomics data analys [...] |
22 July 14:20-14:40 (add to calendar) | 11BC | Nicole A. Rogowski | SARS-CoV-2 Intra-Host Evolution in Immuno-Compromised Individuals: A Fractal Perspective on Genome Geometry | EvolCompGen: Evolution & Comparative Genomics | Studies have associated the punctuated evolution of SARS-CoV-2 variants with prolonged infections and subsequent transmission. We describe the genetic [...] |
22 July 14:20-14:40 (add to calendar) | 12 | Jun Kim | Semi-Supervised Data-Integrated Feature Importance Enhances Performance and Interpretability of Biological Classification Tasks | Function: Gene and Protein Function Annotation | Accurate model performance on training data does not ensure alignment between the model’s feature weighting patterns and human knowledge, which can li [...] |
22 July 14:20-14:40 (add to calendar) | 01A | Yanshuo Chen | Fast and scalable Wasserstein-1 neural optimal transport solver for single-cell perturbation prediction | MLCSB: Machine Learning in Computational and Systems Biology | Predicting single-cell perturbation responses requires mapping between two unpaired single-cell data distributions. Optimal transport (OT) theory prov [...] |
22 July 14:20-14:40 (add to calendar) | 01B | Ibrahim Alsaggaf | Enhanced Gaussian noise augmentation-based contrastive learning for predicting the longevity effects of genes using protein-protein interaction networks | NetBio: Network Biology | Protein-protein interaction (PPI) networks are a type of informative feature source that has already been widely used in Bioinformatics research. Howe [...] |
22 July 14:20-14:40 (add to calendar) | 11A | Supratim Das | Self-supervised generative AI enables conversion of two non-overlapping cohorts | Tech Track | Prognostic models in healthcare often rely on big data, which is typically distributed across multiple medical cohorts. Even if collected for similar [...] |
22 July 14:20-14:30 (add to calendar) | 02N | Sophia Krix | Unraveling Early Changes in Alzheimer's Disease: Causal Relationships Among Sleep Behavior, Immune Dynamics, and Cognitive Performance Through Multimodal Data Fusion | TransMed: Translational Medicine Informatics & Applications | In the early stages of Alzheimer’s Disease (AD), significant changes in sleep behavior and immune system dynamics occur prior to the onset of patholog [...] |
22 July 14:30-14:40 (add to calendar) | 02N | Barry Ryan | Combining Clinical Embeddings with Multi-Omic Features for Improved Interpretability in Parkinson’s Disease Patient Classification | TransMed: Translational Medicine Informatics & Applications | This study demonstrates the integration of Large Language Model (LLM)-derived clinical text embeddings from the Movement Disorder Society Unified Park [...] |
22 July 14:40-14:50 (add to calendar) | 03B | Miguel Fernandez-Martin | Towards a Biophysical Description of the Protein Universe | 3DSIG: Structural Bioinformatics and Computational Biophysics | Understanding how protein families evolve and function remains a central question in molecular biophysics. By grouping evolutionarily related proteins [...] |
22 July 14:40-15:00 (add to calendar) | 03A | Sebastian Lobentanzer | BioChatter: An open-source framework integrating knowledge graphs and large language models for Accessible Biomedical AI | BOKR: Bio-Ontologies and Knowledge Representation | The integration of large language models (LLMs) with structured biomedical knowledge remains a key challenge for building robust, trustworthy, and rep [...] |
22 July 14:40-15:00 (add to calendar) | 03A | Sebastian Lobentanzer | BioChatter: An open-source framework integrating knowledge graphs and large language models for Accessible Biomedical AI | BOSC: Bioinformatics Open Source Conference | The integration of large language models (LLMs) with structured biomedical knowledge remains a key challenge for building robust, trustworthy, and rep [...] |
22 July 14:40-15:00 (add to calendar) | 04AB | Alisa Omelchenko | Network-based integration of epigenetic and transcriptomic landscapes unveils molecular programs underlying T follicular helper cell differentiation | CSI: Computational Systems Immunology | Using networks approaches allows us to integrate multi-modal datasets and view the immune system pathways with a multi-scale lens. Therefore, designin [...] |
22 July 14:40-15:00 (add to calendar) | 02F | Elmira Shajari | Mass Spectrometry and Machine Learning Reveal Stool-Based Multi-Signatures for Diagnosis and Longitudinal Monitoring of Inflammatory Bowel Disease | CompMS: Computational Mass Spectrometry | Background: Monitoring inflammation activity in Inflammatory Bowel Disease (IBD) is essential for guiding treatment and preventing long-term complica [...] |
22 July 14:40-15:00 (add to calendar) | 02F | Tom David Müller | Rapid Deployment of Interactive and Visual Web Applications for Computational Mass Spectrometry | CompMS: Computational Mass Spectrometry | Mass Spectrometry (MS) is a highly versatile bioanalytical technique with a myriad of experimental approaches, instrumentation, and computational tool [...] |
22 July 14:40-15:00 (add to calendar) | 11BC | Caroline Martiniuc | Antarctica as a Viral Reservoir: Insights from Comparative Genomics and Metagenomics | EvolCompGen: Evolution & Comparative Genomics | Two bioinformatics approaches stand out in the study of viromes in extreme environments: prophage comparative genomics and viral metagenomic analyses. [...] |
22 July 14:40-15:00 (add to calendar) | 12 | Rund Tawfiq | On the completeness, coherence, and consistency of protein function prediction: lifting function prediction from isolated proteins to biological systems | Function: Gene and Protein Function Annotation | The Critical Assessment of Functional Annotation (CAFA) defines protein function prediction as the task of assigning Gene Ontology (GO) terms to indiv [...] |
22 July 14:40-15:00 (add to calendar) | 01A | Euxhen Hasanaj | Recovering Time-Varying Networks From Single-Cell Data | MLCSB: Machine Learning in Computational and Systems Biology | Gene regulation is a dynamic process that underlies all aspects of human development, disease response, and other key biological processes. The recons [...] |
22 July 14:40-15:00 (add to calendar) | 01B | Kivilcim Ozturk | Uncovering the systems-level mutational landscape of intrinsically disordered regions in cancer | NetBio: Network Biology | Biological functions and cellular behaviors arise from interactions among proteins and other molecules within cells, and cancers often act to perturb [...] |
22 July 14:40-15:00 (add to calendar) | 01C | Arnau Montagud | A community benchmark of off-lattice multiscale modelling tools reveals differences in methods and across-scales integrations | SysMod: Computational Modeling of Biological Systems | The emergence of virtual human twins (VHT) in biomedical research has sparked interest in multiscale modelling frameworks, particularly in their appli [...] |
22 July 14:40-15:00 (add to calendar) | 11A | Tim Kucera | The Bioverse - Biomolecule data processing for AI made easy | Tech Track | We introduce the bioverse, a free and open-source Python package that streamlines biological data preparation for machine learning. Focused on structu [...] |
22 July 14:40-15:00 (add to calendar) | 02N | Philip Kenneweg | Generating Synthetic Genotypes using Diffusion Models | TransMed: Translational Medicine Informatics & Applications | In this paper, we introduce the first diffusion model designed to generate complete synthetic human genotypes, which, by standard protocols, one can s [...] |
22 July 14:50-15:00 (add to calendar) | 03B | Javier Sánchez Utgés | Computational methods for the characterisation and evaluation of protein-ligand binding sites | 3DSIG: Structural Bioinformatics and Computational Biophysics | Fragment screening is used for hit identification in drug discovery, but it is often unclear which binding sites are functionally relevant. Here, data [...] |
22 July 15:00-15:20 (add to calendar) | 03B | Alex Morehead | FlowDock: Geometric Flow Matching for Generative Protein-Ligand Docking and Affinity Prediction | 3DSIG: Structural Bioinformatics and Computational Biophysics | Motivation: Powerful generative models of protein-ligand structure have recently been proposed, but few of these methods support both flexible protein [...] |
22 July 15:00-15:20 (add to calendar) | 03A | Nick Juty | Applications of Bioschemas in FAIR, AI and knowledge representation | BOKR: Bio-Ontologies and Knowledge Representation | Bioschemas.org defines domain-specific metadata schemas based on schema.org extensions, which expose key metadata properties from resource records. Th [...] |
22 July 15:00-15:20 (add to calendar) | 03A | Nick Juty | Applications of Bioschemas in FAIR, AI and knowledge representation | BOSC: Bioinformatics Open Source Conference | Bioschemas.org defines domain-specific metadata schemas based on schema.org extensions, which expose key metadata properties from resource records. Th [...] |
22 July 15:00-15:20 (add to calendar) | 04AB | Isabella Withnell | Tissue first single cell RNA seq strategy reveals renal tumour specific expansion of regulatory DN1 B cells | CSI: Computational Systems Immunology | Pan cancer atlases often integrate cells across tissues, obscuring context specific immune states. We developed a tissue first single cell RNA seq pip [...] |
22 July 15:00-15:20 (add to calendar) | 02F | Zixuan Xiao | PepSi-Print: Unraveling Protein Fingerprints through Pairwise Intensity Ratios with a Peptide Siamese Network | CompMS: Computational Mass Spectrometry | In MS-based bottom-up proteomics, proteins are enzymatically digested into peptides, and identified and quantified to infer proteins. While MS2 spectr [...] |
22 July 15:00-15:10 (add to calendar) | 11BC | Milana Frenkel-Morgenstern | Computational Genomics and Biosynthetic Potential Analysis of a Dead Sea Penicillium sp. | EvolCompGen: Evolution & Comparative Genomics | Extreme environments harbor unique microbial life with biotechnological potential. Here, we characterize a novel Penicillium sp. isolated from the hyp [...] |
22 July 15:00-15:20 (add to calendar) | 12 | Chih-Hsuan Wei | Contextual Gene Set Analysis with Large Language Models | Function: Gene and Protein Function Annotation | Gene set analysis (GSA) is a foundational technique in genomics research, enabling the identification of biological processes and disease mechanisms a [...] |
22 July 15:00-15:10 (add to calendar) | 01A | Jishnu Das | Sliding Window INteraction Grammar (SWING): a generalized interaction language model for peptide and protein interactions | MLCSB: Machine Learning in Computational and Systems Biology | Protein language models (pLMs) can embed protein sequences for different proteomic tasks. However, these methods are suboptimal at learning the langua [...] |
22 July 15:00-15:20 (add to calendar) | 01B | Erik Sonnhammer | Advancing Network Biology with FunCoup 6 | NetBio: Network Biology | We recently released FunCoup 6, a major update to the FunCoup network database, providing researchers with a significantly improved and redesigned pla [...] |
22 July 15:00-15:20 (add to calendar) | 01C | Nhung Duong | Multi-objective Reinforcement Learning for Optimizing JAK/STAT Pathway Interventions: A Quantitative System Pharmacology Study | SysMod: Computational Modeling of Biological Systems | Background and Aims: JAK/STAT cancer pathway-oriented treatment optimization poses challenges due to pathway complexity, feedback loops, resistance de [...] |
22 July 15:00-15:20 (add to calendar) | 11A | Alberto Pepe | Data, We Need to Chat | Tech Track | "The exponential growth of biomedical datasets presents unprecedented opportunities for scientific discovery, yet researchers struggle to find and exp [...] |
22 July 15:00-15:20 (add to calendar) | 02N | Jian Liu | Predicting fine-grained cell types from histology images through cross-modal learning in spatial transcriptomics | TransMed: Translational Medicine Informatics & Applications | Motivation: Fine-grained cellular characterization provides critical insights into biological processes, including tissue development, disease progres [...] |
22 July 15:10-15:20 (add to calendar) | 11BC | Dr. Karan Kumar | Unravelling the pangenome of autotrophic bacteria: Metabolic commonalities, evolutionary relationships, and industrially relevant traits | EvolCompGen: Evolution & Comparative Genomics | Atmospheric CO₂ fixation by microbial autotrophs presents a sustainable alternative to energy-intensive chemical processes, offering significant poten [...] |
22 July 15:10-15:20 (add to calendar) | 01A | Gerold Csendes | Benchmarking foundation cell models for post-perturbation RNA-seq prediction | MLCSB: Machine Learning in Computational and Systems Biology | Accurately predicting cellular responses to perturbations is essential for understanding cell behaviour in both healthy and diseased states. While per [...] |
22 July 15:20-15:40 (add to calendar) | 03B | Alessia David | Mapping and characterization of the human missense variation universe using AlphaFold 3D models | 3DSIG: Structural Bioinformatics and Computational Biophysics | The deep learning algorithm AlphaFold has revolutionized the field of structural biology by producing highly accurate three-dimensional models of the [...] |
22 July 15:20-15:40 (add to calendar) | 03A | Phil Reed | RO-Crate: Capturing FAIR research outputs in bioinformatics and beyond | BOKR: Bio-Ontologies and Knowledge Representation | RO-Crate is a mechanism for packaging research outputs with structured metadata, providing machine-readability and reproducibility following the FAIR [...] |
22 July 15:20-15:40 (add to calendar) | 03A | David Gordon | PheBee: A Graph-Based System for Scalable, Traceable, and Semantically Aware Phenotyping | BOKR: Bio-Ontologies and Knowledge Representation | The association of phenotypes and disease diagnoses is a cornerstone of clinical care and biomedical research. Significant work has gone into standard [...] |
22 July 15:20-15:40 (add to calendar) | 03A | Damien Goutte-Gattat | The role of the Ontology Development Kit in supporting ontology compliance in adverse legal landscapes | BOKR: Bio-Ontologies and Knowledge Representation | Ontologies, like code, are a form of speech. As such, they can be subject to laws and other regulations that attempt to control how freedom of speech [...] |
22 July 15:20-15:40 (add to calendar) | 03A | Phil Reed | RO-Crate: Capturing FAIR research outputs in bioinformatics and beyond | BOSC: Bioinformatics Open Source Conference | RO-Crate is a mechanism for packaging research outputs with structured metadata, providing machine-readability and reproducibility following the FAIR [...] |
22 July 15:20-15:40 (add to calendar) | 03A | David Gordon | PheBee: A Graph-Based System for Scalable, Traceable, and Semantically Aware Phenotyping | BOSC: Bioinformatics Open Source Conference | The association of phenotypes and disease diagnoses is a cornerstone of clinical care and biomedical research. Significant work has gone into standard [...] |
22 July 15:20-15:40 (add to calendar) | 03A | Damien Goutte-Gattat | The role of the Ontology Development Kit in supporting ontology compliance in adverse legal landscapes | BOSC: Bioinformatics Open Source Conference | Ontologies, like code, are a form of speech. As such, they can be subject to laws and other regulations that attempt to control how freedom of speech [...] |
22 July 15:20-15:40 (add to calendar) | 04AB | Dongjun Guo | ImmunoMatch learns and predicts cognate pairing of heavy and light immunoglobulin chains | CSI: Computational Systems Immunology | The development of stable antibodies formed by compatible heavy (H) and light (L) chain pairs is crucial in both the in vivo maturation of antibody-pr [...] |
22 July 15:20-15:40 (add to calendar) | 02F | Nicolas Provencher | Identification of novel proteins by integrating ribosome profiling data into a transcriptomic language model for deeper mass spectrometry analyses | CompMS: Computational Mass Spectrometry | Background – The human transcriptome contains millions of open reading frames (ORFeome) potentially coding for currently unknown or unannotated protei [...] |
22 July 15:20-15:40 (add to calendar) | 02F | Ceder Dens | Zero-shot retention time prediction for unseen post-translational modifications with molecular structure encodings | CompMS: Computational Mass Spectrometry | Identifying proteoforms with diverse post-translational modifications (PTMs) remains challenging in mass spectrometry-based proteomics. PTMs regulate [...] |
22 July 15:20-15:30 (add to calendar) | 11BC | Falk Hildebrand | Spatiotemporal patterns in the human gut dysbiosis contrasted to healthy families | EvolCompGen: Evolution & Comparative Genomics | The gut microbiome is essential to the wellbeing and health of its human host, yet most studies to date resolve the gut microbial community only at ge [...] |
22 July 15:20-15:40 (add to calendar) | 12 | Harsh Srivastava | Fine-tuning protein language models with a disorder-aware vocabulary improves intrinsic disorder classification and function prediction | Function: Gene and Protein Function Annotation | Intrinsically disordered proteins (IDPs) and intrinsically disordered regions (IDRs) are essential to cellular processes but lack stable 3D conformati [...] |
22 July 15:20-15:30 (add to calendar) | 01A | Jeremie Kalfon | scPRINT: pre-training on 50 million cells allows robust gene network predictions | MLCSB: Machine Learning in Computational and Systems Biology | A cell is governed by the interaction of myriads of macromolecules. Inferring such a network of interactions has remained an elusive milestone in cell [...] |
22 July 15:20-15:40 (add to calendar) | 01B | Dewei Hu | SPACE: STRING proteins as complementary embeddings | NetBio: Network Biology | Representation learning has revolutionized sequence-based prediction of protein function and subcellular localization. Protein networks are an importa [...] |
22 July 15:20-15:40 (add to calendar) | 01C | Bi-Rong Wang | Decoding CXCL9 regulatory mechanisms by integrating perturbation screenings with active learning of mechanistic logic-ODE models | SysMod: Computational Modeling of Biological Systems | Despite advances in immunotherapy, pancreatic cancer remains highly lethal due to an immunosuppressive tumor microenvironment characterized by immune [...] |
22 July 15:20-15:40 (add to calendar) | 11A | Zheng Chen | BioInfore: A No-Code Genome Data Management System Based On AI Agents | Tech Track | In many genomic projects, selecting and preparing assemblies requires complex database queries, manual metadata curation, and bespoke code scripting. [...] |
22 July 15:20-15:40 (add to calendar) | 02N | Hatice Osmanbeyoglu | Spatial Regulatory Landscape of the Glioblastoma Tumor Immune Microenvironment | TransMed: Translational Medicine Informatics & Applications | Glioblastoma (GBM) is the most aggressive primary brain tumor, with poor prognosis and limited treatment options. Its tumor microenvironment (TME) pla [...] |
22 July 15:30-15:40 (add to calendar) | 11BC | Beatriz Vieira Mourato | Marker discovery in the large | EvolCompGen: Evolution & Comparative Genomics | Pathogen outbreaks are now routinely tracked by whole genome sequencing. This leads to ever-increasing opportunities for marker discovery beyond the t [...] |
22 July 15:30-15:40 (add to calendar) | 01A | Hongmin Cai | MGCL-ST: Multi-view Graph Self-supervised Contrastive Learning for Spatial Transcriptomics Enhancement | MLCSB: Machine Learning in Computational and Systems Biology | Spatial transcriptomics enables the investigation of gene expression within its native spatial context, but existing technologies often suffer from lo [...] |
22 July 15:40-16:00 (add to calendar) | 03B | Guanglei Yu | CATH-ddG: towards robust mutation effect prediction on protein–protein interactions out of CATH homologous superfamily | 3DSIG: Structural Bioinformatics and Computational Biophysics | Motivation: Protein-protein interactions (PPIs) are fundamental aspects in understanding biological processes. Accurately predicting the effects of mu [...] |
22 July 15:40-16:00 (add to calendar) | 03A | Robert Hoehndorf | 10 years of the AberOWL ontology repository: moving towards federated reasoning and natural language access | BOKR: Bio-Ontologies and Knowledge Representation | AberOWL is a framework for ontology-based data access in biology that has provided reasoning services for bio-ontologies since 2015. Unlike other onto [...] |
22 July 15:40-16:00 (add to calendar) | 03A | Robert Hoehndorf | 10 years of the AberOWL ontology repository: moving towards federated reasoning and natural language access | BOSC: Bioinformatics Open Source Conference | AberOWL is a framework for ontology-based data access in biology that has provided reasoning services for bio-ontologies since 2015. Unlike other onto [...] |
22 July 15:40-16:00 (add to calendar) | 04AB | Felipe Campelo | Taxon-specific linear B-cell epitope prediction with phylogeny-aware transfer learning | CSI: Computational Systems Immunology | The identification of linear B-cell epitopes (LBCEs) is an important step in the development of immunodiagnostic tests and vaccines. Most existing com [...] |
22 July 15:40-16:00 (add to calendar) | 02F | Valeriia Vasylieva | Open modification proteogenomics fosters reproducible detection of non-canonical proteins | CompMS: Computational Mass Spectrometry | MS-based proteomics enables the identification of thousands of proteins within a single sample. Analysis of MS/MS spectra involves database search eng [...] |
22 July 15:40-16:00 (add to calendar) | 02F | Steffen Lemke | PCI-DB: A novel primary tissue immunopeptidome database to guide next-generation peptide-based immunotherapy development | CompMS: Computational Mass Spectrometry | Various cancer immunotherapies rely on the T cell-mediated recognition of peptide antigens presented on human leukocyte antigens (HLA). However, the i [...] |
22 July 15:40-15:50 (add to calendar) | 11BC | Ercan Seçkin | Whole-genome detection and origin identification of orphan genes in plant-parasitic nematodes | EvolCompGen: Evolution & Comparative Genomics | Genes with no known homologs constitute 5% to 30% of every organism’s genome. These orphan genes have either rapidly diverged from a family or have ap [...] |
22 July 15:40-15:50 (add to calendar) | 12 | Catherine Zhou | A Novel Computational Pipeline for the Functional Characterization and Deorphanization of G-Protein Coupled Receptors | Function: Gene and Protein Function Annotation | G protein-coupled receptors (GPCRs) are integral membrane proteins central to cellular signaling and intercellular communication, with Class A GPCRs p [...] |
22 July 15:40-15:50 (add to calendar) | 01A | Rafael dos Santos Peixoto | Characterizing cell-type spatial relationships across length scales in spatially resolved omics data | MLCSB: Machine Learning in Computational and Systems Biology | Spatially resolved omics (SRO) technologies enable the identification of cell types while preserving their organization within tissues. Application of [...] |
22 July 15:40-16:00 (add to calendar) | 01B | Beatriz Urda-García | Disentangling the genetic and non-genetic origin of disease co-occurrences | NetBio: Network Biology | Numerous diseases co-occur more than expected by chance, likely due to a combination of genetic and environmental factors. However, the extent to whic [...] |
22 July 15:40-16:00 (add to calendar) | 01C | Sayali Anil Alatkar | ARTEMIS integrates autoencoders and Schrödinger Bridges to predict continuous dynamics of gene expression, cell population and perturbation from time-series single-cell data | SysMod: Computational Modeling of Biological Systems | Cellular processes like development, differentiation, and disease progression are highly complex and dynamic (e.g., gene expression). These processes [...] |
22 July 15:40-16:00 (add to calendar) | 11A | Omi: Bridging the Informatics to Bio Gap with a Natural Language Co-pilot | Tech Track | Omi facilitates bioinformatics analysis by replacing complex command-line processes with a natural language bioinformatics co-pilot. We codify bioinfo [...] | |
22 July 15:40-15:50 (add to calendar) | 02N | Shilin Zhao | SpatialPathomicsToolkit: A Comprehensive Framework for Pathomics Feature Analysis and Integration | TransMed: Translational Medicine Informatics & Applications | Abstract: We present SpatialPathomicsToolkit, a modular and platform-agnostic toolkit for comprehensive analysis of pathomics features from whole slid [...] |
22 July 15:50-16:00 (add to calendar) | 11BC | Isabella Gallego | Construction and Analysis of the Moniliophthora roreri pangenome | EvolCompGen: Evolution & Comparative Genomics | Moniliophthora roreri, the causal agent of frosty pod rot, is a devastating fungal pathogen affecting cacao production across Latin America. Its broad [...] |
22 July 15:50-16:00 (add to calendar) | 12 | Jason McDermott | VaLPAS: Leveraging variation in experimental multi-omics data to elucidate protein function | Function: Gene and Protein Function Annotation | Despite continuing advances in sequencing and computational function determination, large parts of the studied gene, protein and metabolite space rema [...] |
22 July 15:50-16:00 (add to calendar) | 01A | Elyas Heidari | Segger: Fast and accurate cell segmentation of imaging-based spatial transcriptomics data | MLCSB: Machine Learning in Computational and Systems Biology | Accurate cell segmentation is a critical first step in the analysis of imaging-based spatial transcriptomics (iST). Despite decades of research in ce [...] |
22 July 15:50-16:00 (add to calendar) | 02N | Marcelo Hurtado | CellTFusion: A novel approach to unravel cell states via cell type deconvolution and TF activity estimated from bulk RNAseq data identifies clinically relevant cell niches | TransMed: Translational Medicine Informatics & Applications | The tumor microenvironment (TME) plays a key role in cancer development by influencing physiopathological processes. Despite significant progress in u [...] |
22 July 16:40-17:00 (add to calendar) | 03B | Raymund Hackett | Investigating Enzyme Function by Geometric Matching of Catalytic Motifs | 3DSIG: Structural Bioinformatics and Computational Biophysics | Detecting catalytic features in protein structures can provide important hints about enzyme function and mechanism. Keeping pace with the rapidly grow [...] |
22 July 16:40-16:50 (add to calendar) | 03A | Guy Cochrane | The global biodata infrastructure: how, where, who, and what? | BOKR: Bio-Ontologies and Knowledge Representation | Life science and biomedical research around the world is critically dependent on a global infrastructure of biodata resources that store and provide a [...] |
22 July 16:40-16:50 (add to calendar) | 03A | Guy Cochrane | The global biodata infrastructure: how, where, who, and what? | BOSC: Bioinformatics Open Source Conference | Life science and biomedical research around the world is critically dependent on a global infrastructure of biodata resources that store and provide a [...] |
22 July 16:40-17:00 (add to calendar) | 04AB | Pengfei Zhang | Iterative Attack-and-Defend Framework for Improving TCR-Epitope Binding Prediction Models | CSI: Computational Systems Immunology | Reliable TCR-epitope binding prediction models are essential for development of adoptive T cell therapy and vaccine design. These models often struggl [...] |
22 July 16:40-17:00 (add to calendar) | 02F | Lucas Miranda | CellPick: a cell selection toolkit for spatial proteomics | CompMS: Computational Mass Spectrometry | We present CellPick: a computational tool for facilitating the selection of cells for laser microdissection in spatial proteomics applications. Laser [...] |
22 July 16:40-17:00 (add to calendar) | 11BC | Yuan Wei | Recomb-Mix: fast and accurate local ancestry inference | EvolCompGen: Evolution & Comparative Genomics | Motivation: The availability of large genotyped cohorts brings new opportunities for revealing the high-resolution genetic structure of admixed popula [...] |
22 July 16:40-17:00 (add to calendar) | 12 | Matthias Blum | Accelerating protein family classification in InterPro with AI innovations | Function: Gene and Protein Function Annotation | InterPro is a freely accessible resource for classifying protein sequences into families, domains, and functional sites, integrating predictive signat [...] |
22 July 16:40-16:50 (add to calendar) | 01A | Aarthi Venkat | Dissecting cellular and molecular mechanisms of pancreatic cancer with deep learning | MLCSB: Machine Learning in Computational and Systems Biology | Pancreatic endocrine-exocrine crosstalk plays a key role in normal physiology and disease and is perturbed by altered host metabolic states. For examp [...] |
22 July 16:40-17:00 (add to calendar) | 01B | Lucas Gillenwater | GRACKLE: An interpretable matrix factorization approach for biomedical representation learning | NetBio: Network Biology | Motivation: Disruption in normal gene expression can contribute to the development of diseases and chronic conditions. However, identifying disease-sp [...] |
22 July 16:40-17:00 (add to calendar) | 01C | Ati Ahmadi | Calibrating agent‐based models of colicin-mediated inhibition in microfluidic traps using single-cell time-lapse microscopy | SysMod: Computational Modeling of Biological Systems | I uploaded the long abstract below. [...] |
22 July 16:40-17:00 (add to calendar) | 11A | Introducing the Longitude Prize on ALS | Tech Track | The Longitude Prize on ALS is a £7.5m [~$10m USD] international programme that seeks to incentivise the use of AI-based approaches to transform therap [...] | |
22 July 16:40-16:50 (add to calendar) | 02N | Satoko Namba | TRESOR: a disease signature integrating GWAS and TWAS for therapeutic target discovery in rare diseases | TransMed: Translational Medicine Informatics & Applications | Identifying therapeutic targets for diseases is important in drug discovery. However, the depletion of viable therapeutic targets has a major bottlene [...] |
22 July 16:50-17:50 (add to calendar) | 03A | Data Sustainability | BOKR: Bio-Ontologies and Knowledge Representation | This BOSC 2025 panel will tackle the essential challenge of Data Sustainability, defined as the proactive and principled approach to ensuring bioinfor [...] | |
22 July 16:50-17:50 (add to calendar) | 03A | Data Sustainability | BOSC: Bioinformatics Open Source Conference | This BOSC 2025 panel will tackle the essential challenge of Data Sustainability, defined as the proactive and principled approach to ensuring bioinfor [...] | |
22 July 16:50-17:00 (add to calendar) | 01A | Yuna Miyachi | SpliceSelectNet: A Hierarchical Transformer-Based Deep Learning Model for Splice Site Prediction | MLCSB: Machine Learning in Computational and Systems Biology | RNA splicing is a critical post-transcriptional process that enables the generation of diverse protein isoforms. Aberrant splicing is implicated in a [...] |
22 July 16:50-17:00 (add to calendar) | 02N | Peter White | GENIUS: Genomic Evaluation using Next-generation Intelligence for Understanding & Swift Diagnosis | TransMed: Translational Medicine Informatics & Applications | More than 350 million individuals globally suffer from approximately 10,000 known rare diseases. Despite genomic advances, patients today experience p [...] |
22 July 17:00-17:20 (add to calendar) | 03B | Gyorgy Abrusan | Cellular location shapes quaternary structure of enzymes. | 3DSIG: Structural Bioinformatics and Computational Biophysics | The main forces driving protein complex evolution are currently not well understood, especially in homomers, where quaternary structure might frequent [...] |
22 July 17:00-17:20 (add to calendar) | 04AB | Ko-Han Lee | NeoPrecis: A Computational Framework for Assessing Neoantigen Immunogenicity to Advance Cancer Immunotherapy | CSI: Computational Systems Immunology | Cancer immunotherapy, including immune checkpoint inhibitors (ICIs) and personalized cancer vaccines, has transformed cancer treatment. However, respo [...] |
22 July 17:00-17:20 (add to calendar) | 02F | Marina Pominova | A living proteomics benchmark for comprehensive evaluation of deep learning-based de novo peptide sequencing tools | CompMS: Computational Mass Spectrometry | Mass spectrometry-based proteomics is essential for understanding protein composition and function, yet traditional sequence database-based methods fa [...] |
22 July 17:00-17:20 (add to calendar) | 02F | Mavis: An Ensemble of Methods for Mean-Variance Trend Modeling and Bayesian Decision in Comparative Proteomics | CompMS: Computational Mass Spectrometry | Motivation: Comparative methods that use dataset-level information such as mean-variance have been highly successful for several types of -omics data. [...] | |
22 July 17:00-17:20 (add to calendar) | 11BC | Hannah Snell | WINDEX: A hierarchical integration of site- and window-based statistics for modeling the footprint of positive selection | EvolCompGen: Evolution & Comparative Genomics | In genetics studies, scientists search for mutations that explain changes in phenotype or population diversity. Adaptive mutations, or mutations that [...] |
22 July 17:00-17:20 (add to calendar) | 12 | Simon Jeanneau | Thousands of confident genetic interactions in an Escherichia coli mutant collection elucidate numerous gene functions | Function: Gene and Protein Function Annotation | Despite extensive research, nearly one-third of Escherichia coli genes remain uncharacterized. Understanding how these genes interact to support cellu [...] |
22 July 17:00-18:00 (add to calendar) | 01A | Sanmi Koyejo | Is distribution shift still an AI problem | MLCSB: Machine Learning in Computational and Systems Biology | Distribution shifts describe the phenomena where the deployment performance of an AI model exhibits differences from training. On the one hand, some c [...] |
22 July 17:00-17:20 (add to calendar) | 01B | Aritra Bose | Quantum Random Walks for Biomarker Discovery in Biomolecular Networks | NetBio: Network Biology | Biomolecular networks, such as protein–protein interactions, gene–gene associations, and cell–cell interactions, offer valuable insights into the comp [...] |
22 July 17:00-17:20 (add to calendar) | 01C | Erick Armingol | Inferring metabolic activities from single-cell and spatial transcriptomic atlases | SysMod: Computational Modeling of Biological Systems | Metabolism is fundamental to cellular function, supporting macromolecule synthesis, signaling, growth, and cell-cell communication. While single-cell [...] |
22 July 17:00-17:10 (add to calendar) | 02N | Yasmin Jolasun | SIDISH Identifies High-Risk Disease-Associated Cells and Biomarkers by Integrating Single-Cell Depth and Bulk Breadth | TransMed: Translational Medicine Informatics & Applications | Single-cell RNA sequencing (scRNA-seq) offers unparalleled resolution for studying cellular heterogeneity but is costly, restricting its use to small [...] |
22 July 17:10-17:50 (add to calendar) | 02N | Jonathan Carlson | The Emergence of General AI in Biomedicine | TransMed: Translational Medicine Informatics & Applications | The fundamental breakthrough of generative AI is the ability to automatically learn, extract, express, and reason over concepts. And not just concepts [...] |
22 July 17:20-17:40 (add to calendar) | 03B | Gabriel Cia | In silico design of stable single-domain antibodies with high affinity | 3DSIG: Structural Bioinformatics and Computational Biophysics | Monoclonal antibodies are rapidly becoming a standard drug format in the pharmaceutical industry, but current immunization-based methods for antibody [...] |
22 July 17:20-17:40 (add to calendar) | 04AB | Antonio Collesei | SHISMA: Shape-driven inference of significant celltype-specific subnetworks from time series single-cell transcriptomics | CSI: Computational Systems Immunology | Recent advances in RNA sequencing technologies and the gradual decrease in costs have allowed to design serial experiments with time embeddings, even [...] |
22 July 17:20-18:00 (add to calendar) | 02F | Tine Claeys | Making Proteomics AI-Ready: From Metadata Extraction to Biomarker Discovery | CompMS: Computational Mass Spectrometry | Public proteomics repositories from ProteomeXchange hold a vast, largely untapped resource for biological discovery. However, reuse of public proteomi [...] |
22 July 17:20-17:30 (add to calendar) | 11BC | Pavitra Selvakumar | Position-specific evolution in transcription factor binding sites, and a fast likelihood calculation for the F81 model | EvolCompGen: Evolution & Comparative Genomics | Transcription factor binding sites (TFBS), like other DNA sequence, evolve via mutation and selection relating to their function. Models of nucleotide [...] |
22 July 17:20-17:40 (add to calendar) | 12 | M. Clara De Paolis Kaluza | Present and future of the critical assessment of protein function annotation algorithms (CAFA) | Function: Gene and Protein Function Annotation | Since its launch in 2010, the Critical Assessment of Functional Annotation (CAFA) has brought together computational biologists, biocurators, and expe [...] |
22 July 17:20-18:00 (add to calendar) | 01B | Jan Baumbach | Quantum computing for network medicine-based epistatic disease mechanism mining - Fake it till you make it? | NetBio: Network Biology | Most heritable diseases are polygenic and yield complex disease mechanisms. To comprehend the underlying genetic architecture, it is crucial to discov [...] |
22 July 17:20-17:40 (add to calendar) | 01C | Koichiro Majima | Spatiotemporal Variational Autoencoders for Continuous Single-Cell Tissue Dynamics | SysMod: Computational Modeling of Biological Systems | Single-cell spatial genomics provides unprecedented molecular insights, yet it still struggles to track both the spatial and temporal progression of t [...] |
22 July 17:30-18:00 (add to calendar) | 11BC | Concluding remarks | EvolCompGen: Evolution & Comparative Genomics | ||
22 July 17:40-18:00 (add to calendar) | 03B | Rakshanda Sajeed | An improved deep learning model for immunogenic B epitope prediction | 3DSIG: Structural Bioinformatics and Computational Biophysics | The recognition of B epitopes by B cells of the immune system initiates immune response that leads to production of antibodies to combat bacterial and [...] |
22 July 17:40-17:45 (add to calendar) | 04AB | Divya Sitani | Unraveling Immune Signatures of Whole-Cell vs. Acellular Pertussis Vaccine Priming through Multi-Omics Feature Fusion | CSI: Computational Systems Immunology | Early life vaccination with whole cell or acellular pertussis vaccines shapes long term immune trajectories that influence responses to booster immuni [...] |
22 July 17:40-18:00 (add to calendar) | 12 | Erva Ulusoy | ProtHGT: Heterogeneous Graph Transformers for Automated Protein Function Prediction Using Biological Knowledge Graphs and Language Models | Function: Gene and Protein Function Annotation | Accurate functional annotation of proteins is crucial for understanding complex biological systems. As protein sequence data grows rapidly, experiment [...] |
22 July 17:40-17:45 (add to calendar) | 01C | Marek Kimmel | Computational Modeling of Shortening and Reconstruction of Telomeres | SysMod: Computational Modeling of Biological Systems | We discuss a stochastic model of growth of a cell population of cultured yeast cells with gradually decaying chromosome endings called the telomeres, [...] |
22 July 17:45-17:50 (add to calendar) | 04AB | Bünyamin Şen | BepiCon: A Geometric Deep Learning Framework for Conformational B Cell Epitope Prediction | CSI: Computational Systems Immunology | Accurate and reliable prediction of B cell epitopes holds critical importance in immunology and vaccine development. While traditional experimental me [...] |
22 July 17:45-17:50 (add to calendar) | 01C | Jiachen Li | TFvelo: gene regulation inspired RNA velocity estimation | SysMod: Computational Modeling of Biological Systems | RNA velocity is closely related with cell fate and is an important indicator for the prediction of cell states with elegant physical explanation deriv [...] |
22 July 17:50-18:00 (add to calendar) | 03A | Closing Remarks | BOKR: Bio-Ontologies and Knowledge Representation | ||
22 July 17:50-18:00 (add to calendar) | 03A | Closing Remarks | BOSC: Bioinformatics Open Source Conference | ||
22 July 17:50-17:55 (add to calendar) | 04AB | Jonas Schuck | NanoAIRR: full-length adaptive immune receptor profiling from Nanopore long-read sequencing | CSI: Computational Systems Immunology | Characterizing the antigen receptor repertoire of adaptive immune cells in solid tumors is essential for understanding the dynamics of immune response [...] |
22 July 17:50-18:00 (add to calendar) | 01C | Closing remarks | SysMod: Computational Modeling of Biological Systems | This concluding talk aims to briefly discuss the diversity of topics presented at the “Computational Modeling of Biological Systems” (SysMod) COSI tra [...] | |
22 July 18:00-19:30 (add to calendar) | - | Success Circles - Reinvented Networking where participants are grouped into small circles, each led by a knowledgeable facilitator | Special Track | ||
23 July 08:40-09:00 (add to calendar) | 01A | - | Morning Welcome and Keynote Introduction | Distinguished Keynotes | |
23 July 09:00-10:00 (add to calendar) | 01A | Charlotte Deane | Building the future of AI-driven structure-based drug discovery | Distinguished Keynotes | The development of new therapeutics typically takes many years and requires over $1bn in investment. Computational methods and in particular, machine [...] |
23 July 11:20-11:40 (add to calendar) | 03A | Marcin Joachimiak | Knowledge-Graph-driven and LLM-enhanced Microbial Growth Predictions | BOKR: Bio-Ontologies and Knowledge Representation | Predicting microbial growth preferences has far-reaching impacts in biotechnology, healthcare, and environmental management. Cultivating microbes allo [...] |
23 July 11:20-12:00 (add to calendar) | 04AB | Damian Dalle Nogare | Bioimage analysis in the age of AI: lessons and a path forward from a core facility perspective. | BioInfo-Core | In recent years, much of the toolchain used in advanced bioimage analysis has become dominated by approaches relying on deep learning/artificial intel [...] |
23 July 11:20-12:20 (add to calendar) | 01C | Thomas Rattei | Genome-based prediction of microbial traits | CAMDA: Critical Assessment of Massive Data Analysis | The prediction of phenotypic traits from genomic information is an ongoing challenge in computational biology. Although the fundamental principles of [...] |
23 July 11:20-13:00 (add to calendar) | 02F | CollaborationFest | CollaborationFest | ||
23 July 11:20-11:40 (add to calendar) | 12 | Lynn Schriml | Disease Ontology Knowledgebase: A Global BioData hub for FAIR disease data discovery | ELIXIR/NIH-ODSS | Development of long-term biodata resources, by design, depends on a stable data model with persistent identifiers, regular data releases, and reliable [...] |
23 July 11:20-12:00 (add to calendar) | 11A | Gabriela Rustici | Cross-Sector Collaboration in Bioinformatics and Data Science: Tackling Skill Development Challenges in Academia and Industry | Education: Computational Biology and Bioinformatics Education and Training | The rapid evolution of bioinformatics and data science has created shared challenges for both academia and industry, particularly in developing essent [...] |
23 July 11:20-12:20 (add to calendar) | 01A | Valentina Boeva | Learning variant effects on chromatin accessibility and 3D structure without matched Hi-C data | HiTSeq: High Throughput Sequencing Algorithms & Applications | Chromatin interactions provide insights into which DNA regulatory elements connect with specific genes, informing the activation or repression of gene [...] |
23 July 11:20-11:40 (add to calendar) | 03B | Opening Remarks & Framing the Ecosystem | Innovation at the Intersection: Industry's Role in Bioinformatics | • Introduction of the ISCB Industry Advisory Council and session overview • Overview of the academia–industry–startup pipeline • Framing questions: Ho [...] | |
23 July 11:20-11:40 (add to calendar) | 01B | Dongmin Bang | MixingDTA: Improved Drug-Target Affinity Prediction by Extending Mixup with Guilt-By-Association | NetBio: Network Biology | Drug–Target Affinity (DTA) prediction is an important regression task for drug discovery, which can provide richer information than traditional drug-t [...] |
23 July 11:20-12:00 (add to calendar) | 11BC | Vera Pancaldi | Exploring cellular plasticity: 4D epigenomes in the context of the tumour microenvironment | RegSys: Regulatory and Systems Genomics | Oncogenesis is characterized by alterations in chromatin organization and the reactivation of unicellular phenotypes at both metabolic and transcripti [...] |
23 July 11:20-11:30 (add to calendar) | 02N | Introduction to iRNA | iRNA: Integrative RNA Biology | ||
23 July 11:30-12:10 (add to calendar) | 02N | Steven West | Sequential verification of transcription by Integrator and Restrictor | iRNA: Integrative RNA Biology | The decision between productive elongation and premature termination of promoterproximal RNA polymerase II (RNAPII) is fundamental to metazoan gene re [...] |
23 July 11:40-12:00 (add to calendar) | 03A | Jovana Kovacevic | ProDiGenIDB – a unified resource of disease-associated genes, their protein products, and intrinsic disorder annotations | BOKR: Bio-Ontologies and Knowledge Representation | Understanding gene-disease associations is essential in biomedical research, yet relevant information is often distributed across multiple heterogeneo [...] |
23 July 11:40-12:00 (add to calendar) | 12 | Julia Koblitz | Integrating Data Treasures: Knowledge graphs of the DSMZ Digital Diversity | ELIXIR/NIH-ODSS | The DSMZ (German Collection of Microorganisms and Cell Cultures) hosts a wealth of biological data, covering microbial traits (BacDive), taxonomy (LPS [...] |
23 July 11:40-12:00 (add to calendar) | 03B | Startup Ecosystems & Translational Science | Innovation at the Intersection: Industry's Role in Bioinformatics | Explore the early stages of innovation where research meets entrepreneurship. Speakers will discuss: • What makes a scientific idea “translatable” in [...] | |
23 July 11:40-12:00 (add to calendar) | 01B | Nicoleta Siminea | Interactome-based computational solutions to support personalized drug therapy decisions in glioblastoma | NetBio: Network Biology | Glioblastoma is an aggressive cancer with a poor survival rate, and standard treatments often yield limited results. To explore personalized treatment [...] |
23 July 12:00-12:20 (add to calendar) | 03A | Sumyyah Toonsi | Causal knowledge graph analysis identifies adverse drug effects | BOKR: Bio-Ontologies and Knowledge Representation | Motivation: Knowledge graphs and structural causal models have each proven valuable for organizing biomedical knowledge and estimating causal effects, [...] |
23 July 12:00-13:00 (add to calendar) | 04AB | The rise of computational imaging | BioInfo-Core | Thanks in part to the popularity of spatial transcriptomics, many of us are now being faced with challenges that can be helped or solved with imaging [...] | |
23 July 12:00-12:20 (add to calendar) | 12 | Mano Maurya | Metabolomics Workbench: Data Sharing, Analysis and Integration at the National Metabolomics Data Repository | ELIXIR/NIH-ODSS | The National Metabolomics Data Repository (NMDR) was developed as part of the National Institutes of Health (NIH) Common Fund Metabolomics Program to [...] |
23 July 12:00-12:20 (add to calendar) | 11A | Allissa Dillman | Building Omics Skills through the CFDE Training Center | Education: Computational Biology and Bioinformatics Education and Training | The Common Fund Data Ecosystem (CFDE) enables broad use of Common Fund data to advance scientific discovery. Five Centers integrate data, resources, a [...] |
23 July 12:00-12:20 (add to calendar) | 03B | Public-Private Partnerships and Career Navigation | Innovation at the Intersection: Industry's Role in Bioinformatics | Focus on later-stage collaborations and real-world applications. Panelists will cover: • How computational biology fuels industry R&D pipelines • Coll [...] | |
23 July 12:00-12:20 (add to calendar) | 01B | Terence Egbelo | Improving Target-Adverse Event Association Prediction by Mitigating Topological Imbalance in Knowledge Graphs | NetBio: Network Biology | Drug discovery faces high clinical failure rates due to adverse events (AEs) from both on- and off-target interactions. Biomedical knowledge graphs (K [...] |
23 July 12:00-12:20 (add to calendar) | 11BC | Yijie Wang | Leveraging Transcription Factor Physical Proximity for Enhancing Gene Regulation Inference | RegSys: Regulatory and Systems Genomics | Motivation: Gene regulation inference, a key challenge in systems biology, is crucial for understanding cell function, as it governs processes such as [...] |
23 July 12:10-12:20 (add to calendar) | 02N | Yuan Gao | CIRI-Deep Enables Single-Cell and Spatial Transcriptomic Analysis of Circular RNAs with Deep Learning | iRNA: Integrative RNA Biology | Circular RNAs (circRNAs) are a crucial yet relatively unexplored class of transcripts known for their tissue- and cell-type-specific expression patter [...] |
23 July 12:20-12:40 (add to calendar) | 03A | Erva Ulusoy | CROssBARv2: A Unified Biomedical Knowledge Graph for Heterogeneous Data Representation and LLM-Driven Exploration | BOKR: Bio-Ontologies and Knowledge Representation | Developing effective therapeutics against prevalent diseases requires a deep understanding of molecular, genetic, and cellular factors involved in dis [...] |
23 July 12:20-12:40 (add to calendar) | 01C | Leonid Chidelevitch | The Anti-Microbial Resistance Prediction Challenge - Introduction | CAMDA: Critical Assessment of Massive Data Analysis | The AMR prediction challenge at CAMDA is now in its third year. This year's challenge on predicting AMR quantiatively (MIC values) as well as qualitat [...] |
23 July 12:20-12:40 (add to calendar) | 12 | Karamarie Fecho | Building sustainable solutions for federally-funded open-source biomedical tools and technologies | ELIXIR/NIH-ODSS | Federally-funded, open-source, biomedical tools and technologies often fail due to a lack of a business model for sustainability, which quickly leads [...] |
23 July 12:20-12:40 (add to calendar) | 11A | Ajay Mishra | From live webinar series to self-paced learning resource: Creating structured bioinformatics learning pathways | Education: Computational Biology and Bioinformatics Education and Training | As bioinformatics continues to advance and expand across life sciences research, learners often struggle to navigate complex topics without structured [...] |
23 July 12:20-12:40 (add to calendar) | 01A | Laura D. Martens | Spatial transcriptomics deconvolution methods generalize well to spatial chromatin accessibility data | HiTSeq: High Throughput Sequencing Algorithms & Applications | Motivation: Spatially resolved chromatin accessibility profiling offers the potential to investigate gene regulatory processes within the spatial cont [...] |
23 July 12:20-12:40 (add to calendar) | 03B | Funding & Government Innovation Strategies | Innovation at the Intersection: Industry's Role in Bioinformatics | Review some key areas of funding strategy aligning with innovation pipelines such as: • Navigating government and cross-sector funding channels • Emer [...] | |
23 July 12:20-12:40 (add to calendar) | 01B | Johannes Kersting | A Nextflow Pipeline for Network-Based Disease Module Identification and Drug Repurposing | NetBio: Network Biology | Disease modules provide unique insights into the mechanisms of complex diseases and lay the foundation for mechanistic drug repurposing. Algorithms fo [...] |
23 July 12:20-12:40 (add to calendar) | 11BC | Panagiotis Alexiou | miRBench: novel benchmark datasets for microRNA binding site prediction that mitigate against prevalent microRNA Frequency Class Bias | RegSys: Regulatory and Systems Genomics | Motivation: MicroRNAs (miRNAs) are crucial regulators of gene expression, but the precise mechanisms governing their binding to target sites remain un [...] |
23 July 12:20-12:40 (add to calendar) | 02N | Juseong Kim | Enhancing circRNA–miRNA Interaction Prediction with Structure-aware Sequence Modeling | iRNA: Integrative RNA Biology | Circular RNAs (circRNAs) function as key post-transcriptional regulators by interacting with microRNAs (miRNAs) to modulate gene expression. These int [...] |
23 July 12:40-12:45 (add to calendar) | 03A | Galadriel Brière | Benchmarking Data Leakage on Link Prediction in Biomedical Knowledge Graph Embeddings | BOKR: Bio-Ontologies and Knowledge Representation | In recent years, Knowledge Graphs (KGs) have gained significant attention for their ability to organize massive biomedical knowledge into entities and [...] |
23 July 12:40-13:00 (add to calendar) | 01C | Anton Pashkov | A Hybrid Pipeline for Feature Reduction, and Ordinal Classification to Predict Antimicrobial Resistance from Genetic Profiles | CAMDA: Critical Assessment of Massive Data Analysis | One of the three challenges proposed by the Community of Interest Critical Assessment of Massive Data Analysis (CAMDA) involves predicting antimicrobi [...] |
23 July 12:40-13:00 (add to calendar) | 12 | Yongqun He | SEA CDM: An Ontology-Based Common Data Model for Standardizing and Integrating Biomedical Experimental Data in Vaccine Research | ELIXIR/NIH-ODSS | With the increasing volume of experimental data across biomedical fields, standardizing, sharing, and integrating heterogeneous experimental data has [...] |
23 July 12:40-13:00 (add to calendar) | 11A | Dusanka Nikolic | Breaking Down Barriers to Learning: Bioinformatics for Biologists Massive Open Online Courses | Education: Computational Biology and Bioinformatics Education and Training | Background: To meet growing demand for training in core bioinformatics skills, we designed and delivered a free, two-part Massive Open Online Course ( [...] |
23 July 12:40-13:00 (add to calendar) | 01A | Tanmayee Narendra | Towards Personalized Epigenomics: Learning Shared Chromatin Landscapes and Joint De-Noising of Histone Modification Assays | HiTSeq: High Throughput Sequencing Algorithms & Applications | Epigenetic mechanisms enable cellular differentiation and the maintenance of distinct cell-types. They enable rapid responses to external signals thro [...] |
23 July 12:40-13:00 (add to calendar) | 03B | How Industry & Academia Can Work Together in Computational Biology:Panel Discussion | Innovation at the Intersection: Industry's Role in Bioinformatics | ||
23 July 12:40-13:00 (add to calendar) | 01B | Samuele Firmani | Graph Antiviral Target Explorer (GATE): predicting disease genes in viral infections with Message Passing Neural Networks | NetBio: Network Biology | Recent outbreaks of COVID‑19 and monkeypox (Mpox) underscore the need for scalable tools that can disentangle complex host‑virus‑drug interactions and [...] |
23 July 12:40-13:00 (add to calendar) | 11BC | Flash Talk Session 1 | RegSys: Regulatory and Systems Genomics | Session with 4 short talks: Aryan Kamal - Transcriptional regulation of cell fate plasticity in hematopoiesis Damla Övek Baydar - Enhancing JASPAR a [...] | |
23 July 12:40-13:00 (add to calendar) | 02N | Flash talks | iRNA: Integrative RNA Biology | 1-minute flash talks advertising iRNA posters [...] | |
23 July 12:45-12:50 (add to calendar) | 03A | Mun Su Kwon | A machine learning framework for extracting and structuring biological pathway knowledge from scientific literature | BOKR: Bio-Ontologies and Knowledge Representation | Advances in text mining have significantly improved the accessibility of scientific knowledge from literature. However, a major challenge in biology a [...] |
23 July 12:50-13:00 (add to calendar) | 03A | Poster Madness | BOKR: Bio-Ontologies and Knowledge Representation | Each accepted poster presenter is given up 1 minute to advertise their poster. [...] | |
23 July 14:00-14:20 (add to calendar) | 03A | Yuyao Song | ScGOclust: leveraging gene ontology to find functionally analogous cell types between distant species | BOKR: Bio-Ontologies and Knowledge Representation | Basic biological processes are shared across animal species, yet their cellular mechanisms are profoundly diverse. Comparing cell-type gene expression [...] |
23 July 14:00-15:00 (add to calendar) | 04AB | The practical use of AI in cores | BioInfo-Core | It’s here and it’s being used. How do we use it to good effect, and how do we teach our collaborators to use it? This topic could include not only gen [...] | |
23 July 14:00-14:40 (add to calendar) | 01C | Jack Vaska | Predicting Antimicrobial Resistance Using Microbiome-Pretrained DNABERT2 and DBGWAS-Derived Genomic Features | CAMDA: Critical Assessment of Massive Data Analysis | Antimicrobial resistance (AMR) is an escalating public health threat, especially in hospitals where diverse resistance gene reservoirs have emerged. W [...] |
23 July 14:00-16:00 (add to calendar) | 02F | CollaborationFest | CollaborationFest | ||
23 July 14:00-14:20 (add to calendar) | 12 | Mallory Freeberg | The Evolution of Ensembl: Scaling for Accessibility, Performance, and Interoperability | ELIXIR/NIH-ODSS | Ensembl is an open platform that integrates publicly available genomics data across the tree of life, enabling activities spanning research to clinica [...] |
23 July 14:00-14:20 (add to calendar) | 11A | Farzana Rahman | An educator framework for organizing Wikipedia editathons for computational biology | Education: Computational Biology and Bioinformatics Education and Training | Motivation Wikipedia is a vital open educational resource in computational biology; however, a significant knowledge gap exists between English and No [...] |
23 July 14:00-14:20 (add to calendar) | 01A | Noor Pratap Singh | Alevin-fry-atac enables rapid and memory frugal mapping of single-cell ATAC-Seq data using virtual colors for accurate genomic pseudoalignment | HiTSeq: High Throughput Sequencing Algorithms & Applications | Ultrafast mapping of short reads via lightweight mapping techniques such as pseudoalignment has significantly accelerated transcriptomic and metagenom [...] |
23 July 14:00-14:20 (add to calendar) | 01B | Piotr Sliwa | Multilayer Networks Identify Clinically Relevant Patient Endotypes in COVID-19 and Sepsis | NetBio: Network Biology | Integrative analyses of multi-omic patient datasets are crucial to uncover disease subtypes, yet challenges arise from modality‑specific variability a [...] |
23 July 14:00-14:20 (add to calendar) | 11BC | Oluwatosin Oluwadare | Unicorn: Enhancing Single-Cell Hi-C Data with Blind Super-Resolution for 3D Genome Structure Reconstruction | RegSys: Regulatory and Systems Genomics | Motivation: Single-cell Hi-C (scHi-C) data provide critical insights into chromatin interactions at individual cell levels, uncovering unique genomic [...] |
23 July 14:00-14:20 (add to calendar) | 02N | Étienne Fafard-Couture | Predicting relevant snoRNA genes across any eukaryote genome using SnoBIRD | iRNA: Integrative RNA Biology | Small nucleolar RNAs (snoRNAs) are a group of noncoding RNAs identified in all eukaryotes. In human, C/D box snoRNAs are the most prevalent class, dis [...] |
23 July 14:20-14:40 (add to calendar) | 03A | Fabien Maury | Integrating autoantibody-related knowledge in an ontology populated using a curated dataset from literature | BOKR: Bio-Ontologies and Knowledge Representation | Autoimmune diseases (AIDs) are often characterized by the presence of autoantibodies (AAbs). But many of these diseases are rare and can be hard to di [...] |
23 July 14:20-14:40 (add to calendar) | 12 | Kate Warner | Insights from GlyGen in Developing Sustainable Knowledgebases with Well-Defined Infrastructure Stacks | ELIXIR/NIH-ODSS | GlyGen is a data integration and dissemination project for glycan and glycoconjugate related data, which retrieves information from multiple internati [...] |
23 July 14:20-14:40 (add to calendar) | 11A | Pavlin G. Poličar | Automated Assignment Grading with Large Language Models: Insights From a Bioinformatics Course | Education: Computational Biology and Bioinformatics Education and Training | Providing students with individualized feedback through assignments is a cornerstone of education that supports their learning and development. Studie [...] |
23 July 14:20-14:40 (add to calendar) | 01A | Zahra Zare Jousheghani | Oarfish: Enhanced probabilistic modeling leads to improved accuracy in long read transcriptome quantification | HiTSeq: High Throughput Sequencing Algorithms & Applications | Motivation: Long read sequencing technology is becoming an increasingly indispensable tool in genomic and transcriptomic analysis. In transcriptomics [...] |
23 July 14:20-14:40 (add to calendar) | 01B | Chad Myers | Cytoscape Visualization Competition Results | NetBio: Network Biology | |
23 July 14:20-14:40 (add to calendar) | 11BC | Laura Rumpf | Predicting gene-specific regulation with transcriptomic and epigenetic single-cell data | RegSys: Regulatory and Systems Genomics | To gain insights into phenotype-specific gene regulation, we present our integrative analysis approach MetaFR harnessing single-cell epigenetic and tr [...] |
23 July 14:20-14:40 (add to calendar) | 02N | Xanthi Lida Katopodi | Charting the dynamics of the tRNAome in health and disease with AMaNITA | iRNA: Integrative RNA Biology | Transfer RNAs (tRNAs) play a pivotal role in decoding genetic information, determining which transcripts are highly and poorly translated at a given m [...] |
23 July 14:40-15:00 (add to calendar) | 03A | Charlotte Tumescheit | Ontology pre-training improves machine learning predictions of aqueous solubility and other metabolite properties | BOKR: Bio-Ontologies and Knowledge Representation | Predicting properties of small molecule metabolites from structures is a challenging task. Molecular language models have emerged as a highly performa [...] |
23 July 14:40-15:00 (add to calendar) | 01C | Alper Yurtseven | The Antimicrobial Resistance Prediction Challenge | CAMDA: Critical Assessment of Massive Data Analysis | Antimicrobial Resistance (AMR) is an urgent threat to human health worldwide as microbes have developed resistance to even the most advanced drugs. In [...] |
23 July 14:40-15:00 (add to calendar) | 12 | Philip Blood | Flexible Hybrid Cloud Infrastructure Enabling Innovative Use and Long-Term Sustainability of Biomolecular Data and Reference Maps in HuBMAP and SenNet | ELIXIR/NIH-ODSS | We have established two successful NIH Common Fund Data Ecosystem (CFDE) data repositories and coordinating centers supporting the Human BioMolecular [...] |
23 July 14:40-15:00 (add to calendar) | 11A | Aparna Nathan | Teaching LLM literacy improves AI-aided data analysis in a bioinformatics course | Education: Computational Biology and Bioinformatics Education and Training | Large Language Model (LLM) tools (e.g., ChatGPT) are increasingly helping bioinformatics courses foster self-efficacy, personalize learning, and make [...] |
23 July 14:40-15:00 (add to calendar) | 01A | Leonardo Morelli | Identification of interactions defining 3D chromatin folding from micro to meso-scale | HiTSeq: High Throughput Sequencing Algorithms & Applications | Understanding the structural principles of chromatin organization is a central challenge in computational epigenomics, largely due to the sparse, nois [...] |
23 July 14:40-15:20 (add to calendar) | 01B | Fiona Brinkman | Microbiome multitudes and metadata madness | MICROBIOME | Microbiome analysis is increasingly becoming a critical component of a wide range of health, agri-foods, and environmental studies. I will present cas [...] |
23 July 14:40-15:20 (add to calendar) | 01B | Fiona Brinkman | Microbiome multitudes and metadata madness | NetBio: Network Biology | Microbiome analysis is increasingly becoming a critical component of a wide range of health, agri-foods, and environmental studies. I will present cas [...] |
23 July 14:40-15:00 (add to calendar) | 11BC | Vitalii Kleshchevnikov | Biophysical deep learning resolves how TF and DNA sequence specify the genome state of every cell population in human embryogenesis | RegSys: Regulatory and Systems Genomics | Understanding how interactions between transcription factors (TFs) and DNA sequence are orchestrated and give rise to the vast complexity of cell type [...] |
23 July 14:40-15:00 (add to calendar) | 02N | Lina Ma | Identification and characterization of chromatin-associated long non-coding RNAs in human | iRNA: Integrative RNA Biology | Chromatin-associated long non-coding RNAs (ca-lncRNAs) play crucial regulatory roles within the nucleus by preferentially binding to chromatin. Despit [...] |
23 July 15:00-15:20 (add to calendar) | 03A | Hande McGinty | Building the Aging Biomarkers Ontology and Its Applications in Aging Research | BOKR: Bio-Ontologies and Knowledge Representation | Aging is a complex biological process shaped by numerous biomarkers—such as cholesterol and blood sugar levels—that serve as measurable indicators of [...] |
23 July 15:00-15:20 (add to calendar) | 04AB | Kübra Narcı | Benchmarking Variant-Calling Workflows: The nf-core/variantbenchmarking Pipeline within the GHGA Framework | BioInfo-Core | The nf-core/variantbenchmarking pipeline (https://github.com/nf-core/variantbenchmarking) is a versatile and comprehensive workflow designed to benchm [...] |
23 July 15:00-15:20 (add to calendar) | 04AB | Thomas Roder | Assembly Curator: rapid and interactive consensus assembly generation for bacterial genomes | BioInfo-Core | Introduction Long-read sequencing technologies enable the generation of near-complete bacterial genome assemblies. However, no de novo assembler is pe [...] |
23 July 15:00-15:20 (add to calendar) | 01C | Owen Visser | Antimicrobial Resistance Prediction via Binary Ensemble Classifier and Assessment of Variable Importance | CAMDA: Critical Assessment of Massive Data Analysis | Antimicrobial resistance (AMR) presents a growing challenge to global health, driven by antibiotic overuse and the rapid evolution of resistant bacter [...] |
23 July 15:00-15:20 (add to calendar) | 01C | David Danko | A Highly Accurate Workflow for Inference of Antimicrobial Resistance from Genetic Data Based on Machine Learning and Global Data Curation | CAMDA: Critical Assessment of Massive Data Analysis | Note: This abstract is paired with the prediction submission “Base Model, 2nd Submission (Biotia)” made by user gfidler from team Biotia on May 15, 20 [...] |
23 July 15:00-15:20 (add to calendar) | 12 | Martin Beracochea | Production workflows and orchestration at MGnify, ELIXIR’s Core Data Resource for metagenomics | ELIXIR/NIH-ODSS | MGnify is a key resource for the assembly, analysis and archiving of microbiome-derived sequencing datasets. Designed to be interoperable with the Eur [...] |
23 July 15:00-15:20 (add to calendar) | 11A | Inimary Toby-Ogundeji | Integrating Bioinformatics into Undergraduate Biology Education: Innovation, Experiential Learning, and Sustainable Program Design | Education: Computational Biology and Bioinformatics Education and Training | As biology becomes increasingly data-driven, the integration of computational and quantitative skills into undergraduate life sciences education is es [...] |
23 July 15:00-15:20 (add to calendar) | 01A | Liliana Florea | SpliSync: Genomic language model-driven splice site correction of long RNA reads | HiTSeq: High Throughput Sequencing Algorithms & Applications | We developed SpliSync, a deep learning method for accurate splice site correction in long read alignments. It combines a genomic language model, Hyena [...] |
23 July 15:00-15:20 (add to calendar) | 11BC | Surag Nair | Nona: A unifying multimodal masked modeling framework for functional genomics | RegSys: Regulatory and Systems Genomics | We present Nona, a unifying multimodal masked modeling paradigm for functional genomics. Nona is a neural network model that operates on both DNA sequ [...] |
23 July 15:00-15:10 (add to calendar) | 02N | Laura Veschetti | Toward a Computational Pipeline for Prokaryotic miRNAs: The Case of Pseudomonas aeruginosa in Lung Disease | iRNA: Integrative RNA Biology | Background: miRNAs are key regulators in eukaryotes, yet little is known about their existence and function in bacteria. Although various noncoding RN [...] |
23 July 15:10-15:20 (add to calendar) | 02N | Sofia Kudasheva | Characterisation of the role of SNORD116 in RNA processing during cardiomyocyte differentiation | iRNA: Integrative RNA Biology | Deletions of the SNORD116 small nucleolar RNA cluster result in Prader-Willi syndrome (PWS), a developmental disorder with a complex multisystem pheno [...] |
23 July 15:20-15:40 (add to calendar) | 03A | Richard Scheuermann | Discovering cellular contributions to disease pathogenesis in the NLM Cell Knowledge Network | BOKR: Bio-Ontologies and Knowledge Representation | Knowledge about the role of genes in disease pathogenesis has been obtained from genetic and genome-wide association studies. The proteins encoded by [...] |
23 July 15:20-15:40 (add to calendar) | 04AB | Adam Giess | Long Read Sequencing at Genomics England | BioInfo-Core | At Genomics England, in the Scientific R&D Team, we are evaluating the potential role of ‘long read’ technologies in clinical whole genome sequencing. [...] |
23 July 15:20-15:40 (add to calendar) | 04AB | Anil S. Thanki | Autonomous Single Cell Transcriptomics Analysis in Persist-seq | BioInfo-Core | The analysis of large-scale biological datasets poses considerable challenges, particularly in managing data complexity, ensuring reproducibility, and [...] |
23 July 15:20-15:40 (add to calendar) | 01C | Kinga Zielińska | The Gut Microbiome Health Index Challenge - Introduction | CAMDA: Critical Assessment of Massive Data Analysis | |
23 July 15:20-15:40 (add to calendar) | 12 | Robert Schuler | A SCALE-Able Approach to Building “Hybrid” Repositories to Drive Sustainable, Data Ecosystems | ELIXIR/NIH-ODSS | Scientific discovery increasingly relies on the ability to acquire, curate, integrate, analyze, and share vast and varied datasets. For instance, adva [...] |
23 July 15:20-15:40 (add to calendar) | 11A | Amanda Saravia-Butler | GeneLab for Colleges and Universities (GL4U): On-Demand Bioinformatics Training Using Space Biology Omics Data | Education: Computational Biology and Bioinformatics Education and Training | The NASA GeneLab project provides open access to space-relevant multi-omics data, hosted on the Open Science Data Repository (OSDR), which can be mine [...] |
23 July 15:20-15:30 (add to calendar) | 01A | Ghislain Fievet | adverSCarial: a toolkit for exposing classifier vulnerabilities in single-cell transcriptomics | HiTSeq: High Throughput Sequencing Algorithms & Applications | Adversarial attacks pose a significant risk to machine learning (ML) tools designed for classifying single-cell RNA-sequencing (scRNA-seq) data, with [...] |
23 July 15:20-15:30 (add to calendar) | 01B | Marija Dmitrijeva | Species-level taxonomic profiling of Earth’s microbiomes with mOTUs4 | MICROBIOME | Microbial communities are crucial to the health and functioning of diverse ecosystems on Earth. A key step in their analysis is taxonomic profiling, i [...] |
23 July 15:20-15:40 (add to calendar) | 11BC | Tatevik Jalatyan | SCRIMPy: Single Cell Replication Inference from Multiome data using Python | RegSys: Regulatory and Systems Genomics | The cell cycle is a fundamental biological process crucial for an organism’s growth and development. Dysregulation of the cell cycle can lead to disea [...] |
23 July 15:20-15:30 (add to calendar) | 02N | Yaron Orenstein | EpiCRISPR: Improving CRISPR/Cas9 on-target efficiency prediction by multiple epigenetic marks, high-throughput datasets, and flanking sequences | iRNA: Integrative RNA Biology | CRISPR/Cas9 has transformed gene editing, enabling targeted modification of genomic loci using a 20-nt guide RNA followed by an NGG motif. However, ed [...] |
23 July 15:30-15:40 (add to calendar) | 01A | Netanya Keil | Quality assessment of long read data in multisample lrRNA-seq experiments using SQANTI-reads | HiTSeq: High Throughput Sequencing Algorithms & Applications | SQANTI-reads leverages SQANTI3, a tool for the analysis of the quality of transcript models, to develop a read-level quality control framework for rep [...] |
23 July 15:30-15:40 (add to calendar) | 01B | Amine Ghozlane | Accurate profiling of microbial communities for shotgun metagenomic sequencing with Meteor2 | MICROBIOME | The characterization of complex microbial communities is a critical challenge in microbiome research. Metagenomic profiling has advanced to include ta [...] |
23 July 15:30-15:40 (add to calendar) | 02N | Stefano Roncelli | Enhancing CRISPR/Cas9 Guide RNA Design Using Active Learning Techniques | iRNA: Integrative RNA Biology | CRISPR/Cas systems have significantly advanced genome editing, yet the precise design of guide RNAs (gRNAs) for optimal efficiency and specificity rem [...] |
23 July 15:40-16:00 (add to calendar) | 03A | Daniel Puthawala | Cat-VRS for Genomic Knowledge Curation: A Hyperintensional Representation Framework for FAIR Categorical Variation | BOKR: Bio-Ontologies and Knowledge Representation | Cat-VRS: A FAIR catvar Standard Categorical variants (catvars)—such as “MET exon 14 skipping” and “TP53 loss”—are foundational to genomic knowledge, l [...] |
23 July 15:40-16:00 (add to calendar) | 04AB | Iris Diana Yu | Advancing The Expression Atlas Resources: A Scalable Single-Cell Transcriptomics Pipeline to Facilitate Scientific Discoveries | BioInfo-Core | The Expression Atlas (https://www.ebi.ac.uk/gxa) and Single Cell Expression Atlas (https://www.ebi.ac.uk/gxa/sc) are EMBL-EBI knowledgebases for gene [...] |
23 July 15:40-16:00 (add to calendar) | 04AB | Ayushi Agrawal | Mixed effects models applied to single nucleus RNA-seq data identify cell types associated with animal level pathological trait of Alzheimer’s disease | BioInfo-Core | Apolipoprotein E4 (APOE4) is the strongest genetic risk factor for Alzheimer’s disease (AD). Although neuronal APOE4 expression is induced under condi [...] |
23 July 15:40-16:00 (add to calendar) | 04AB | Natalie Gill | Optimizing Clustering Resolution for Multi-subject Single Cell Studies | BioInfo-Core | Increasingly, single cell -omics analysis is being done on large cohorts of patients and model organisms and modularity based graph clustering algorit [...] |
23 July 15:40-16:00 (add to calendar) | 01C | Rafael Pérez Estrada | Integrating Taxonomic and Functional Features for Gut Microbiome Health Indexing | CAMDA: Critical Assessment of Massive Data Analysis | Accurate characterization of the gut microbiome is essential for understanding its role in health and disease; however, while current indices such as [...] |
23 July 15:40-15:50 (add to calendar) | 12 | Fabio Liberante | From Platforms to Practice: How the ELIXIR Model Enables Impactful, Sustainable Biodata Resources | ELIXIR/NIH-ODSS | Biodata resources are only as impactful as the ecosystems in which they operate. ELIXIR provides a coordinated European infrastructure that supports t [...] |
23 July 15:40-16:00 (add to calendar) | 11A | Nadiia Kasianchuk | A Scalable Curriculum Model to Empower Rural Youth in Open Science Through Secondary Research and Peer-to-Peer Collaboration | Education: Computational Biology and Bioinformatics Education and Training | The Reuse Science School is a scalable, peer-oriented educational program designed to empower youth from rural and displaced communities in Ukraine th [...] |
23 July 15:40-16:00 (add to calendar) | 01A | Qian Shi | Transcriptome Assembly at Single-Cell Resolution with Beaver | HiTSeq: High Throughput Sequencing Algorithms & Applications | Motivation: The established single-cell RNA sequencing technologies (scRNA-seq) has revolutionized biological and biomedical research by enabling the [...] |
23 July 15:40-15:50 (add to calendar) | 01B | Shanfeng Zhu | Benchmarking metagenomic binning tools on real datasets across sequencing platforms and binning modes | MICROBIOME | Metagenomic binning is a culture-free approach that facilitates the recovery of metagenome-assembled genomes by grouping genomic fragments. However, t [...] |
23 July 15:40-16:00 (add to calendar) | 11BC | Jishnu Das | Uncovering Novel Cellular Programs and Regulatory Circuits Underlying Bifurcating Human B Cell States | RegSys: Regulatory and Systems Genomics | B cells upon antigen encounter undergo activation followed by a bifurcation either into extrafollicular plasmablasts (PB) or into germinal center (GC) [...] |
23 July 15:40-16:00 (add to calendar) | 02N | Syed Faraz Ahmed | Single-base tiled screen reveals design principles of PspCas13b-RNA targeting and informs automated screening of potent targets | iRNA: Integrative RNA Biology | The advancement of RNA therapeutics hinges on developing precise RNA-editing tools with high specificity and minimal off-target effects. We present a [...] |
23 July 15:50-16:00 (add to calendar) | 12 | Ishwar Chandramouliswaran | NIH-ODSS Data Repository Landscape | ELIXIR/NIH-ODSS | This talk will share about the NIH data repository landscape and associated program initiatives [...] |
23 July 15:50-16:00 (add to calendar) | 01B | Nils Kleinbölting | Metagenomics-Toolkit: The Flexible and Efficient Cloud-Based Metagenomics Workflow | MICROBIOME | The metagenome analysis of complex environments with thousands of datasets, such as those available in the Sequence Read Archive, requires immense com [...] |
23 July 16:40-17:40 (add to calendar) | 03A | Ian Horrocks | Knowledge Graphs: Theory, Applications and Challenges | BOKR: Bio-Ontologies and Knowledge Representation | Knowledge Graphs have rapidly become a mainstream technology that combines features of databases and AI. In this talk I will introduce Knowledge Graph [...] |
23 July 16:40-17:00 (add to calendar) | 04AB | Hubert Rehrauer | GEO Uploader: Simplifying the data deposition in the GEO repository | BioInfo-Core | Introduction Making data FAIR is a key step in every research project. For NGS data there are the GEO and ENA repositories that provide long term stor [...] |
23 July 16:40-17:00 (add to calendar) | 04AB | Carlos Prieto | Enhancing Bioinformatics Workflows with Analytical Visualization Tools | BioInfo-Core | Current front end development technologies have enabled the development of new visual analytics tools. These methodologies allow data to be visualized [...] |
23 July 16:40-17:00 (add to calendar) | 04AB | Patricia Carvajal-López | Competency framework profiles to reflect career progression within bioinformatics core facility scientists | BioInfo-Core | There is an expanding need for specialised services from Bioinformatics Core Facilities (BCF). Providing services for these infrastructures requires h [...] |
23 July 16:40-17:20 (add to calendar) | 01C | Building a Rare-Disease Microbiome Health Index: Integrating Gut Metagenomes, Synthetic PKU EHRs and Rare-Variant Profiles to Forecast Phenylalanine Crises | CAMDA: Critical Assessment of Massive Data Analysis | Phenylketonuria (PKU) is an autosomal recessive metabolic disorder characterized by deficient phenylalanine hydroxylase activity, leading to episodic [...] | |
23 July 16:40-18:00 (add to calendar) | 02F | CollaborationFest | CollaborationFest | ||
23 July 16:40-17:00 (add to calendar) | 12 | Melissa Harrison | Meeting user expectations in a resource constrained environment: Europe PMC’s approach | ELIXIR/NIH-ODSS | Artificial intelligence (AI), in particular generative AI, is rapidly changing the expectations of researchers and how they approach literature search [...] |
23 July 16:40-17:00 (add to calendar) | 11A | Nicola Mulder | Capacity Building for Pathogen Surveillance through Pathogen Genomics and Bioinformatics Training in Africa | Education: Computational Biology and Bioinformatics Education and Training | The recent emergence and re-emergence of infectious diseases in Africa highlight the critical need for robust pathogen genomic surveillance systems ac [...] |
23 July 16:40-17:00 (add to calendar) | 01A | Elizabeth Tseng | Bioinformatics analysis for long-read RNA sequencing: challenges and promises | HiTSeq: High Throughput Sequencing Algorithms & Applications | Long-read RNA sequencing has emerged as a powerful tool in transcriptomics, offering the ability to sequence full-length cDNAs—often exceeding 10 kb—w [...] |
23 July 16:40-17:20 (add to calendar) | 01B | TBA | MICROBIOME | ||
23 July 16:40-17:00 (add to calendar) | 11BC | Jacob Schreiber | Ledidi: Programmatic design and editing of cis-regulatory elements | RegSys: Regulatory and Systems Genomics | The development of modern genome editing tools has enabled researchers to make such edits with high precision, but has left unsolved the problem of de [...] |
23 July 16:40-17:20 (add to calendar) | 02N | Roser Vento-Tormo | Gene regulation of human cell systems | iRNA: Integrative RNA Biology | The study of human tissues requires a systems biology approach. Their development starts in utero and during adulthood, they change their organization [...] |
23 July 17:00-18:00 (add to calendar) | 04AB | Breakout Groups | BioInfo-Core | Our unconferencing event - attendees will break into groups based on topics of interest to discuss further with other core members. [...] | |
23 July 17:00-17:20 (add to calendar) | 12 | Mark Hahnel | Coopetition as a Catalyst for Researcher Engagement with Open Data | ELIXIR/NIH-ODSS | The NIH GREI (Generalist Repository Ecosystem Initiative) aims to enhance data sharing and reuse of NIH-funded research by fostering collaboration amo [...] |
23 July 17:00-17:20 (add to calendar) | 11A | Alina Frolova | The emerging ecosystem of competitive educational programs in bioinformatics in Ukraine | Education: Computational Biology and Bioinformatics Education and Training | Competitive education in the areas of bioinformatics, computational biology, and biological data analysis has become a pass to the world of modern bio [...] |
23 July 17:00-18:00 (add to calendar) | 01A | Jonathan Göke | Quantifying RNA Expression and Modifications using Long Read RNA-Seq | HiTSeq: High Throughput Sequencing Algorithms & Applications | The human genome contains instructions to transcribe more than 200,000 RNAs. However, many RNA transcripts are generated from the same gene, resulting [...] |
23 July 17:00-17:20 (add to calendar) | 11BC | Laura Gunsalus | Lilliput: Compact native regulatory element design with machine learning-guided miniaturization | RegSys: Regulatory and Systems Genomics | Size-limited gene therapy vectors require compact cell type-specific regulatory elements. Existing miniaturized sequences have been hand-selected and [...] |
23 July 17:20-17:40 (add to calendar) | 01C | Vincent Mei | Toward the Development of a Novel and Comprehensive Gut Health Index: An Ensemble Model Integrating Taxonomic and Functional Profiles | CAMDA: Critical Assessment of Massive Data Analysis | Diseases linked to the gut microbiome have been on the rise, which contributes to the rising cost of healthcare and worsening patient outcomes . Since [...] |
23 July 17:20-17:40 (add to calendar) | 12 | Eleni Tzampatzopoulou | Evaluating the Impact of Biodata Resources: Insights from EMBL-EBI’s Impact Assessments | ELIXIR/NIH-ODSS | The provision of open access data through biodata resources is a critical driver of breakthroughs in life sciences research, advances in clinical prac [...] |
23 July 17:20-18:00 (add to calendar) | 11A | Patricia Carvajal-López | Fostering communities of practice in bioinformatics education and training | Education: Computational Biology and Bioinformatics Education and Training | Communities of practice in bioinformatics education and training are essential, both for the technical training and professional development of bioinf [...] |
23 July 17:20-17:40 (add to calendar) | 01B | Weimin Wu | DNABERT-S: Pioneering Species Differentiation with Species-Aware DNA Embeddings | MICROBIOME | We introduce DNABERT-S, a tailored genome model that develops species-aware embeddings to naturally cluster and segregate DNA sequences of different s [...] |
23 July 17:20-18:00 (add to calendar) | 11BC | Mafalda Dias | What can the diversity of life of Earth teach us about disease? | RegSys: Regulatory and Systems Genomics | Biological sequences across the tree of life reflect the cumulative effects of millions of years of evolution. Modelling variation in these sequences [...] |
23 July 17:20-17:40 (add to calendar) | 02N | Jacob Munro | EdiSetFlow: A robust pipeline for RNA editing detection and differential analysis in bulk RNA-seq | iRNA: Integrative RNA Biology | Adenosine-to-inosine (A-to-I) RNA editing is a post-transcriptional modification catalyzed by ADAR enzymes that can alter codons, splicing patterns, a [...] |
23 July 17:40-17:45 (add to calendar) | 03A | Mark Streer | Bridging Language Barriers in Bio-Curation: An LLM-Enhanced Workflow for Ontology Translation into Japanese | BOKR: Bio-Ontologies and Knowledge Representation | SciBite’s ontology management and named entity recognition (NER) software relies on curated public ontologies to support data harmonization under FAIR [...] |
23 July 17:40-18:00 (add to calendar) | 01C | Doroteya Staykova | Topology-Enabled Integration of Taxonomic and Functional Microbiome Profiles Reveals Distinct Subgroups in Healthy Individuals | CAMDA: Critical Assessment of Massive Data Analysis | High-throughput sequencing technologies have enabled detailed taxonomic and functional profiling of the human gut microbiome. However, integrating the [...] |
23 July 17:40-18:00 (add to calendar) | 01C | Ensemble-Based Topic Selection for Text Classification via a Grouping, Scoring, and Modeling Approach | CAMDA: Critical Assessment of Massive Data Analysis | The exponential growth in scientific literature, especially in biomedical domains, has intensified the need for effective automatic text classificatio [...] | |
23 July 17:40-18:00 (add to calendar) | 12 | Alex Bateman | Beyond Citations: Measuring the Economic and Scientific Impact of UniProt in the Biodata Ecosystem | ELIXIR/NIH-ODSS | This talk presents a comprehensive cost-benefit analysis of UniProt, the universal protein resource that serves as a crucial catalogue for protein dat [...] |
23 July 17:40-17:50 (add to calendar) | 01B | Tatiana Gurbich | MGnify Genomes: generating richly annotated, searchable biome-specific genome catalogues | MICROBIOME | The generation of metagenome-assembled genomes (MAGs) has become a routine method for studying microbiomes. With the growing availability of MAGs in p [...] |
23 July 17:40-18:00 (add to calendar) | 02N | Liang Huang | EnsembleDesign: Messenger RNA Design Minimizing Ensemble Free Energy via Probabilistic Lattice Parsing | iRNA: Integrative RNA Biology | The task of designing optimized messenger RNA (mRNA) sequences has received much attention in recent years thanks to breakthroughs in mRNA vaccines du [...] |
23 July 17:45-17:50 (add to calendar) | 03A | Felix Shaw | Enabling FAIR Single-Cell RNAseq Data Management with COPO | BOKR: Bio-Ontologies and Knowledge Representation | We present our work on establishing standards and tools for validating and submitting single-cell RNA sequencing (scRNA-seq) data and metadata using t [...] |
23 July 17:50-17:55 (add to calendar) | 03A | Susheel Varma | Cancer Complexity Knowledge Portal: A centralized web portal for finding cancer related data, software tools, and other resources | BOKR: Bio-Ontologies and Knowledge Representation | Applying artificial intelligence and machine learning to biomedical problems requires clean, high-quality data and reusable software tools. The Cancer [...] |
23 July 17:50-18:00 (add to calendar) | 01B | Johanna von Wachsmann | Rapid and Consistent Genome Clustering for Navigating Bacterial Diversity with Millions of Genomes | MICROBIOME | The exponential growth of bacterial genomic databases presents unprecedented challenges for researchers, with isolate genomes increasing from 661,405 [...] |
23 July 17:55-18:00 (add to calendar) | 03A | COSI Closing Remarks | BOKR: Bio-Ontologies and Knowledge Representation | ||
23 July 18:00-18:45 (add to calendar) | - | JPI Meet-Up | Special Track | ||
24 July 08:40-08:45 (add to calendar) | 04AB | Opening | BioVis: Biological Data Visualizations | ||
24 July 08:40-09:40 (add to calendar) | 01C | Spiros Denaxas | Data, Diagnoses, and Discovery: Improving Healthcare through Electronic Health Records | CAMDA: Critical Assessment of Massive Data Analysis | Electronic health records (EHRs) represent rich, multidimensional data generated through routine interactions within the healthcare system. These reco [...] |
24 July 08:40-10:00 (add to calendar) | 02F | CollaborationFest | CollaborationFest | ||
24 July 08:40-09:00 (add to calendar) | 03A | Dongmin Bang | ADME-Drug-Likeness: Enriching Molecular Foundation Models via Pharmacokinetics-Guided Multi-Task Learning for Drug-likeness Prediction | GenCompBio: General Computational Biology | Recent breakthroughs in AI-driven generative models enable the rapid design of extensive molecular libraries, creating an urgent need for fast and acc [...] |
24 July 08:40-09:40 (add to calendar) | 01A | Tobias Marschall | Pangenome based analysis of structural variation | HiTSeq: High Throughput Sequencing Algorithms & Applications | Breakthroughs in long-read sequencing technology and assembly methodology enable the routine de novo assembly of human genomes to near completion. Suc [...] |
24 July 08:40-09:00 (add to calendar) | 01B | Jiayu Shang | GiantHunter: Accurate detection of giant virus in metagenomic data using reinforcement-learning and Monte Carlo tree search | MICROBIOME | Motivation: Nucleocytoplasmic large DNA viruses (NCLDVs) are notable for their large genomes and extensive gene repertoires, which contribute to their [...] |
24 July 08:40-09:20 (add to calendar) | 11BC | Roser Vento-Tormo | “Gene regulation of human cell systems” | RegSys: Regulatory and Systems Genomics | “The study of human tissues requires a systems biology approach. Their development starts in utero and during adulthood, they change their organizatio [...] |
24 July 08:40-09:00 (add to calendar) | 03B | Introduction | Stewardship Critical Infrastructure | ||
24 July 08:40-09:00 (add to calendar) | 12 | Opening remarks | Text Mining: Text Mining for Healthcare and Biology | ||
24 July 08:40-09:00 (add to calendar) | 02N | Christina Kalk | Prediction and validation of Split Open Reading Frames across cell types | iRNA: Integrative RNA Biology | Background: Split Open Reading frames (Split-ORFs) exist on transcripts containing at least two open reading frames, each of which encodes a part of t [...] |
24 July 08:45-09:40 (add to calendar) | 04AB | Kay Nieselt | The Visual Genome: An attempt to classify multi-omics visualization | BioVis: Biological Data Visualizations | Over the past decades, advances in biology and medicine—driven by high-throughput and high-resolution experimental methods—have underscored the critic [...] |
24 July 09:00-09:20 (add to calendar) | 03A | Nikhil Branson | Understanding the Sources of Performance in Deep Drug Response Models Reveals Insights and Improvements | GenCompBio: General Computational Biology | Anti-cancer drug response prediction (DRP) using cancer cell lines (CLs) is crucial in stratified medicine and drug discovery. Recently new deep learn [...] |
24 July 09:00-09:10 (add to calendar) | 01B | Fernando Meyer | CAMI Benchmarking Portal: online evaluation and ranking of metagenomic software | MICROBIOME | Finding appropriate software and parameter settings to process shotgun metagenome data is essential for meaningful metagenomic analyses. To enable obj [...] |
24 July 09:00-09:20 (add to calendar) | 03B | Alex Bateman | Beyond Citations: Measuring the Economic and Scientific Impact of UniProt in the Biodata Ecosystem | Stewardship Critical Infrastructure | This talk presents a comprehensive cost-benefit analysis of UniProt, the universal protein resource that serves as a crucial catalogue for protein dat [...] |
24 July 09:00-09:40 (add to calendar) | 12 | Keynote - TBA | Text Mining: Text Mining for Healthcare and Biology | ||
24 July 09:00-09:20 (add to calendar) | 02N | Ilyes Baali | Bridging the Gap: Recalibrating In-vitro Models for Accurate In-vivo RBP Binding Predictions | iRNA: Integrative RNA Biology | Accurate identification of RNA-binding protein (RBP) binding sites is essential for understanding post-transcriptional gene regulation. However, curre [...] |
24 July 09:10-09:20 (add to calendar) | 01B | Alice McHardy | CAMI community exchange | MICROBIOME | |
24 July 09:20-09:40 (add to calendar) | 03A | Gwang-Hyeon Yun | FACT: Feature Aggregation and Convolution with Transformers for predicting drug classification code | GenCompBio: General Computational Biology | Motivation: Drug repositioning, identifying new therapeutic applications for existing drugs, can significantly reduce the time and cost involved in dr [...] |
24 July 09:20-09:30 (add to calendar) | 01B | Wenhuan Zeng | NanoGraph: Mapping Nanopore Squiggles to Graphs Enables Accurate Taxonomic Assignment | MICROBIOME | Nanopore sequencing technology offers long sequencing reads and real-time analysis capabilities, making it a powerful tool for addressing diverse ques [...] |
24 July 09:20-09:40 (add to calendar) | 11BC | Gary Hu | Anomaly Detection in Spatial Transcriptomics via Spatially Localized Density Comparison | RegSys: Regulatory and Systems Genomics | Motivation Perturbations in biological tissues – e.g. due to inflammation, disease, or drug treatment – alter the composition of cell types and cell s [...] |
24 July 09:20-09:40 (add to calendar) | 03B | Shoba Ranganathan | Challenges in biological data/infrastructure stewardship from an Asia-Pacific perspective | Stewardship Critical Infrastructure | The Asia-Pacific (APAC) region covers countries and territories in Australasia, East Asia, and Southeast Asia are often included. In a wider context, [...] |
24 July 09:20-09:40 (add to calendar) | 02N | Adi Gershon | Multi-Tool Intron Retention Analysis in Autism | iRNA: Integrative RNA Biology | Intron retention is an alternative splicing event in which introns remain in mature mRNA, altering protein isoforms or triggering transcript decay. Re [...] |
24 July 09:30-09:40 (add to calendar) | 01B | Anupam Gautam | MEGAN7: Enhanced Optimization and Advanced Functionality for Metagenomic Analysis | MICROBIOME | MEGAN is a widely used, user-friendly tool for metagenomic analysis, suitable for long and short read data, and remains the only tool with a GUI inter [...] |
24 July 09:40-10:00 (add to calendar) | 04AB | Bum Chul Kwon | GENET: AI-Powered Interactive Visualization Workflows to Explore Biomedical Entity Networks | BioVis: Biological Data Visualizations | Formulating experimental hypotheses that test the association between SNPs and diseases involves logical reasoning derived from prior observations, fo [...] |
24 July 09:40-10:00 (add to calendar) | 01C | Daniel Voskergian | Stage-Disease Grouping, Scoring, and Modeling for Predicting Diabetes Complications from Electronic Health Records | CAMDA: Critical Assessment of Massive Data Analysis | Diabetes mellitus remains a major global health challenge, contributing significantly to morbidity, disability, and mortality. Accurate prediction of [...] |
24 July 09:40-10:00 (add to calendar) | 03A | Ankit | Efficient 3D kernels for molecular property prediction | GenCompBio: General Computational Biology | This paper addresses the challenge of incorporating 3-dimensional structural information in graph kernels for machine learning-based virtual screening [...] |
24 July 09:40-10:00 (add to calendar) | 01A | Mike Vella | Latest advances in bioinformatics for Oxford Nanopore data | HiTSeq: High Throughput Sequencing Algorithms & Applications | Oxford Nanopore Technologies has transformed genomics with real-time, long-read sequencing capable of detecting epigenetic modifications and structura [...] |
24 July 09:40-09:50 (add to calendar) | 01B | Feargal Ryan | TaxSEA: Rapid Interpretation of Microbiome Alterations Using Taxon Set Enrichment Analysis and Public Databases | MICROBIOME | Microbial communities are essential regulators of ecosystem function, with their composition commonly assessed through DNA sequencing. Most current to [...] |
24 July 09:40-10:00 (add to calendar) | 11BC | Flash Talk Session 2 | RegSys: Regulatory and Systems Genomics | Session with 4 short talks: Maxime Christophe - Interpretable deep learning reveals sequence determinants of nucleosome positioning in mammalian genom [...] | |
24 July 09:40-10:00 (add to calendar) | 03B | Deepak Nair | Indian Biological Data Centre: past, present and future | Stewardship Critical Infrastructure | The Indian Biological Data Centre (IBDC) is the first digital repository mandated to archive and share all biological data generated in India. The IBD [...] |
24 July 09:40-10:00 (add to calendar) | 12 | Poster lightning talks | Text Mining: Text Mining for Healthcare and Biology | ||
24 July 09:40-10:00 (add to calendar) | 02N | Timothy Warwick | Detection of statistically robust interactions from diverse RNA-DNA ligation data | iRNA: Integrative RNA Biology | Background: Chromatin-localized RNAs play key roles in gene regulation and nuclear architecture. Genome-wide RNA-DNA interactions can be mapped using [...] |
24 July 09:50-10:00 (add to calendar) | 01B | Junhua Li | SinProVirP: a Signature Protein-based Approach for Accurate and Efficient Profiling of the Human Gut Virome | MICROBIOME | The human gut virome represents a critical yet underexplored microbial component that regulates bacterial communities, modulates host immunity, and ma [...] |
24 July 11:20-11:40 (add to calendar) | 04AB | Olaitan I. Awe | Prostruc: an open-source tool for 3D structure prediction using homology modeling | BioVis: Biological Data Visualizations | Homology modeling is a widely used computational technique for predicting the three-dimensional (3D) structures of proteins based on known templates,e [...] |
24 July 11:20-12:00 (add to calendar) | 01C | Antti Honkela | Benchmarking for Better Private Algorithms | CAMDA: Critical Assessment of Massive Data Analysis | Responsible application of machine learning (ML) on sensitive health and genetic data requires privacy-preserving algorithms to ensure that the data a [...] |
24 July 11:20-13:00 (add to calendar) | 02F | CollaborationFest | CollaborationFest | ||
24 July 11:20-11:40 (add to calendar) | 03A | Tanveer Ahmad | Haplotype-specific copy number profiling of cancer genomes from long reads sequencing data | GenCompBio: General Computational Biology | Attached as PDF [...] |
24 July 11:20-11:40 (add to calendar) | 01A | Mikaël Salson | CREMSA: Compressed Indexing of (Ultra) Large Multiple Sequence Alignments | HiTSeq: High Throughput Sequencing Algorithms & Applications | Recent viral outbreaks motivate a systematic collection of pathogenic genomes, including a strong focus on genomic RNA, in order to accelerate their s [...] |
24 July 11:20-11:40 (add to calendar) | 01B | Conrad Testagrose | Leveraging Large Language Models to Predict Antibiotic Resistance in Mycobacterium tuberculosis | MICROBIOME | Antibiotic resistance in Mycobacterium tuberculosis (MTB) poses a significant challenge to global public health. Rapid and accurate prediction of anti [...] |
24 July 11:20-11:40 (add to calendar) | 11BC | Uthsav Chitra | GASTON-Mix: a unified model of spatial gradients and domains using spatial mixture-of-experts | RegSys: Regulatory and Systems Genomics | Motivation: Gene expression varies across a tissue due to both the organization of the tissue into spatial domains, i.e. discrete regions of a tissue [...] |
24 July 11:20-11:40 (add to calendar) | 03B | Julio Collado Vides | A Proposal on top of FAIR: Quality of Knowledge Representation (QKR) | Stewardship Critical Infrastructure | The FAIR (Findable, Accessible, Interoperable, and Reusable ) principles define the current standard for data representation. However, there is still [...] |
24 July 11:20-11:40 (add to calendar) | 12 | Noam H. Rotenberg | Representations of Cells in the Biomedical Literature: First Look at the NLM CellLink Corpus | Text Mining: Text Mining for Healthcare and Biology | Single-cell technologies are enabling the discovery of many novel cell phenotypes, but this growing body of knowledge remains fragmented across the sc [...] |
24 July 11:20-13:00 (add to calendar) | 11A | Exchanging experience and use cases of working cross-sector | WEB: Workshop on Education for Bioinformatics | The panel will share and explore their experiences of organising and delivering across industry,clinical and academic sectors. Highlighting both the c [...] | |
24 July 11:20-11:50 (add to calendar) | 02N | Blake Sweeney | Building the future of RNA tools | iRNA: Integrative RNA Biology | From the epitranscriptome and 3D structure prediction to large language models, RNA science is experiencing a transformative shift. Recent advances in [...] |
24 July 11:40-12:00 (add to calendar) | 04AB | Zeynep H. Gümüş | ClusterChirp: A GPU-Accelerated Web Platform for AI-Supported Interactive Exploration of High-Dimensional Omics Data | BioVis: Biological Data Visualizations | Modern omics technologies generate high-dimensional datasets that overwhelm traditional visualization tools, requiring computational tradeoffs that r [...] |
24 July 11:40-12:00 (add to calendar) | 03A | Pushpa Itagi | Multi-omics and liquid biopsy profiling of rapid autopsies reveals evolutionary dynamics and heterogeneity in metastatic bladder cancer | GenCompBio: General Computational Biology | The extensive molecular, transcriptomic and genomic complexity of metastatic bladder cancer (mBLCA) significantly complicates clinical management. App [...] |
24 July 11:40-12:00 (add to calendar) | 01A | Nicola Rizzo | Exploiting uniqueness: seed-chain-extend alignment on elastic founder graphs | HiTSeq: High Throughput Sequencing Algorithms & Applications | Sequence-to-graph alignment is a central challenge of computational pangenomics. To overcome the theoretical hardness of the problem, state-of-the-art [...] |
24 July 11:40-11:50 (add to calendar) | 01B | Johannes Soeding | De novo discovery of conserved gene clusters in microbial genomes with Spacedust | MICROBIOME | Metagenomics has revolutionized environmental and human-associated microbiome studies. However, the limited fraction of proteins with known biological [...] |
24 July 11:40-12:00 (add to calendar) | 11BC | Merle Stahl | Refinement Strategies for Tangram for Reliable Single-Cell to Spatial Mapping | RegSys: Regulatory and Systems Genomics | Motivation: Single-cell RNA sequencing (scRNA-seq) provides comprehensive gene expression data at a single-cell level but lacks spatial context. In co [...] |
24 July 11:40-12:00 (add to calendar) | 03B | Perspectives on biological knowledgebase management and the advent of AI | Stewardship Critical Infrastructure | ||
24 July 11:40-12:00 (add to calendar) | 12 | Connor Grannis | Contextualizing phenotypes in medical notes with small language models | Text Mining: Text Mining for Healthcare and Biology | Accurate phenotypic extraction from clinical notes is essential for precision medicine. While manual approaches are time-consuming and prone to bias, [...] |
24 July 11:50-12:00 (add to calendar) | 01B | Ilia Olkhovskii | Nerpa 2: linking biosynthetic gene clusters to nonribosomal peptide structures | MICROBIOME | Nonribosomal peptides (NRPs) are clinically important molecules produced by microbial specialized enzymes encoded in biosynthetic gene clusters (BGCs) [...] |
24 July 11:50-12:00 (add to calendar) | 02N | Etienne Boileau | Sci-ModoM: a quantitative database of transcriptome-wide high-throughput RNA modification sites promoting cross-disciplinary collaborative research | iRNA: Integrative RNA Biology | We recently presented Sci-ModoM [1], the first next-generation RNome database offering a one-stop source for RNA modifications originating from state- [...] |
24 July 12:00-12:20 (add to calendar) | 04AB | Qianwen Wang | Can LLMs Bridge Domain and Visualization? A Case Study onHigh-Dimension Data Visualization in Single-Cell Transcriptomics | BioVis: Biological Data Visualizations | While many visualizations are built for domain users (biologists), understanding how visualizations are used in the domain has long been a challenging [...] |
24 July 12:00-12:20 (add to calendar) | 01C | Hakime Öztürk | The Health Privacy Challenge - Introduction | CAMDA: Critical Assessment of Massive Data Analysis | The Health Privacy Challenge, which is organized in the context of the European Lighthouse on Safe and Secure AI (ELSA, https://elsa-ai.eu/), explores [...] |
24 July 12:00-12:20 (add to calendar) | 03A | Oscar González Velasco | Using spatial transcriptomics to elucidate the primary site of Cancers of Unknown Primary (CUPs) | GenCompBio: General Computational Biology | Cancers of unknown primary (CUP) are a challenging group of poorly differentiated metastatic cancers, that due to its nature limited treatment options [...] |
24 July 12:00-12:20 (add to calendar) | 01A | Ondřej Sladký | FroM Superstring to Indexing: a space-efficient index for unconstrained k-mer sets using the Masked Burrows-Wheeler Transform (MBWT) | HiTSeq: High Throughput Sequencing Algorithms & Applications | The exponential growth of DNA sequencing data calls for efficient solutions for storing and querying large-scale k-mer sets. While recent indexing app [...] |
24 July 12:00-12:10 (add to calendar) | 01B | Xiaoquan Su | Phylo-Spec: a phylogeny-fusion deep learning model advances microbiome status identification | MICROBIOME | Motivation: The human microbiome is crucial for health regulation and disease progression, presenting a valuable opportunity for health state classifi [...] |
24 July 12:00-12:20 (add to calendar) | 11BC | Cassandra Burdziak | Encoding single-cell chromatin landscapes as probability distributions with optimal transport | RegSys: Regulatory and Systems Genomics | Single-cell measurement of paired epigenetic and transcriptomic features is becoming routine, and promises to license more sophisticated models of gen [...] |
24 July 12:00-12:20 (add to calendar) | 03B | Peter Maccallum | Developing stewardship networks to sustain data, software and systems | Stewardship Critical Infrastructure | |
24 July 12:00-12:20 (add to calendar) | 12 | Danilo Tomasoni | CSpace: A concept embedding space for bio-medical applications | Text Mining: Text Mining for Healthcare and Biology | Motivation: The rise of transformer-based architectures dramatically improved our ability to analyze natural language. However, the power and flexibil [...] |
24 July 12:00-12:10 (add to calendar) | 02N | A. Ercument Cicek | RNAtranslator: A Generative Language Model for Protein-Conditional RNA Design | iRNA: Integrative RNA Biology | Protein-RNA interactions are essential in gene regulation, splicing, RNA stability, and translation, making RNA a promising therapeutic agent for targ [...] |
24 July 12:10-12:20 (add to calendar) | 01B | Petra Matyskova | Beyond Taxonomy and Function: Protein Language Models for Scalable Microbial Representations | MICROBIOME | Traditional microbial representations based on taxonomy or functional annotations like KEGG Orthology (KOs) and OrthoFinder groups (OGs) suffer from l [...] |
24 July 12:10-12:20 (add to calendar) | 02N | Giulia Cantini | miRXplain: transformer-driven explainable microRNA target prediction leveraging isomiR interactions | iRNA: Integrative RNA Biology | microRNAs (miRNAs) are short (~22 nt) RNA sequences key regulators of transcript expression. miRNAs bind to target mRNA sites to repress genes. isomiR [...] |
24 July 12:20-12:40 (add to calendar) | 04AB | Thomas C. Smits | Automatic Generation of Natural Language Descriptions of Genomics Data Visualizations for Accessibility and Machine Learning | BioVis: Biological Data Visualizations | Availability of multimodal representations, i.e., visual and textual, is crucial for both information accessibility and construction of retrieval syst [...] |
24 July 12:20-13:00 (add to calendar) | 01C | The Health Privacy - panel discussion | CAMDA: Critical Assessment of Massive Data Analysis | ||
24 July 12:20-12:40 (add to calendar) | 03A | Zeynep H. Gümüş | Inherited genetic risk factors associated with young adult versus late-onset lung cancers | GenCompBio: General Computational Biology | Genetics plays a key role in lung cancer risk. While lung cancer primarily affects older adults, incidence among young adults is increasing. However [...] |
24 July 12:20-12:40 (add to calendar) | 01A | Roland Faure | The Alice assembler: dramatically accelerating genome assembly with MSR sketching | HiTSeq: High Throughput Sequencing Algorithms & Applications | The PacBio HiFi technology and the R10.4 Oxford Nanopore flowcells are transforming the genomic world by producing for the first time long and accurat [...] |
24 July 12:20-12:30 (add to calendar) | 01B | Ali Rahnavard | Guided tokenizer enhances metagenomic language models performance | MICROBIOME | Tokenization is a critical step in adapting language models for genomic and metagenomic sequence analysis. Traditional tokenization methods—such as fi [...] |
24 July 12:20-12:40 (add to calendar) | 11BC | Laura D. Martens | scooby: Modeling multi-modal genomic profiles from DNA sequence at single-cell resolution | RegSys: Regulatory and Systems Genomics | Understanding how regulatory sequences shape gene expression across individual cells is a fundamental challenge in genomics. Joint RNA-seq and epigeno [...] |
24 July 12:20-12:40 (add to calendar) | 03B | Technical Discussion | Stewardship Critical Infrastructure | ||
24 July 12:20-12:40 (add to calendar) | 12 | Rahul Brahma | VectorSage: Enhancing PubMed Article Retrieval with Advanced Semantic Search | Text Mining: Text Mining for Healthcare and Biology | The exponential growth of academic literature has presented unprecedented opportunities and highlighted the need for advanced search methodologies for [...] |
24 July 12:20-12:30 (add to calendar) | 02N | Cho Joohyun | Designing functional RNA sequences using conditional diffusion models | iRNA: Integrative RNA Biology | The function of RNA is largely determined by its networks of protein-RNA interactions. A key challenge in RNA engineering is in designing the sequence [...] |
24 July 12:30-12:40 (add to calendar) | 01B | Daniel Gómez-Pérez | REMAG: recovery of eukaryotic genomes from metagenomes using reference-free contrastive learning | MICROBIOME | Assembly-based metagenomic approaches, including generation of metagenome‑assembled genome (MAG) catalogues, are pivotal for exploring and understandi [...] |
24 July 12:30-13:00 (add to calendar) | 02N | The future of RNA tools | iRNA: Integrative RNA Biology | ||
24 July 12:40-13:00 (add to calendar) | 04AB | Daniel Huson | Sketch, capture and layout Phylogenies | BioVis: Biological Data Visualizations | Phylogenetic trees and networks play a central role in biology, bioinformatics, and mathematical biology, and producing clear, informative visualizati [...] |
24 July 12:40-13:00 (add to calendar) | 04AB | Maik Wolfram-Schauerte | PhageExpressionAtlas - a comprehensive transcriptional atlas of phage infections of bacteria | BioVis: Biological Data Visualizations | Bacteriophages (phages) are bacterial viruses that infect and lyse their hosts. Phages shape microbial ecosystems and have contributed essential tools [...] |
24 July 12:40-13:00 (add to calendar) | 03A | Carlos Angel | pC-SAC: Method for High-Resolution 3D Genome Reconstruction from Low-Resolution Hi-C Data | GenCompBio: General Computational Biology | The three-dimensional (3D) organization of the genome is crucial for gene regulation, with disruptions linked to various diseases. High-throughput Chr [...] |
24 July 12:40-13:00 (add to calendar) | 01A | Noam Teyssier | BINSEQ: A Family of High-Performance Binary Formats for Nucleotide Sequences | HiTSeq: High Throughput Sequencing Algorithms & Applications | Modern genomics routinely generates billions of sequencing records per run, typically stored as gzip-compressed FASTQ files. This format's inherent li [...] |
24 July 12:40-12:50 (add to calendar) | 01B | Tomas Vinar | Flexible Log-odds Homology Features for Plasmid Identification | MICROBIOME | We study the problem of plasmid identification in short-read assemblies of bacterial isolates. The goal is to classify individual contigs as coming fr [...] |
24 July 12:40-13:00 (add to calendar) | 11BC | Dante Bolzan | Soffritto: a deep-learning model for predicting high-resolution replication timing | RegSys: Regulatory and Systems Genomics | Motivation: Replication Timing (RT) refers to the order by which DNA loci are replicated during S phase. RT is cell-type specific and implicated in ce [...] |
24 July 12:40-13:00 (add to calendar) | 12 | Melike Akkaya | Large Language Model Applications on the Uniprot Protein Sequence and Annotation Database | Text Mining: Text Mining for Healthcare and Biology | Efficiently accessing and analyzing comprehensive biological datasets remains challenging due to traditional querying complexities. To address this, w [...] |
24 July 12:50-13:00 (add to calendar) | 01B | Pau Piera Lindez | Accurate plasmid reconstruction from metagenomics data using assembly-alignment graphs and contrastive learning | MICROBIOME | Plasmids are extrachromosomal DNA molecules that enable horizontal gene transfer in bacteria, often conferring advantages such as antibiotic resistanc [...] |
24 July 14:00-14:40 (add to calendar) | 04AB | Simon Warchol | SEAL: Spatially-resolved Embedding Analysis with Linked Imaging Data | BioVis: Biological Data Visualizations | Dimensionality reduction techniques help analysts interpret complex, high-dimensional spatial datasets by projecting data attributes into two-dimensio [...] |
24 July 14:00-14:40 (add to calendar) | 04AB | Swaathi Kandasaamy | Nightingale - A collection of web components for visualizing protein related data | BioVis: Biological Data Visualizations | Nightingale is an open-source web visualization library for rendering protein-related data including domains, sites, variants, structures, and interac [...] |
24 July 14:00-14:40 (add to calendar) | 04AB | Huyen N. Nguyen | A Multimodal Search and Authoring System for Genomics Data Visualizations | BioVis: Biological Data Visualizations | We present a database system for retrieving interactive genomics visualizations through multimodal search capabilities. Our system offers users flexib [...] |
24 July 14:00-14:40 (add to calendar) | 04AB | Tomasz Kurowski | Tersect Browser: characterising introgressions through interactive visualisation of large numbers of resequenced genomes | BioVis: Biological Data Visualizations | Introgressive hybridisation has long been a major source of genetic variation in plant genomes, and the ability to precisely identify and delimit inte [...] |
24 July 14:00-14:20 (add to calendar) | 01C | Andrew Wicks | Synthetic genomic data generation through Differential Privacy-enhanced Non-Negative Matrix Factorization (DP-NMF) | CAMDA: Critical Assessment of Massive Data Analysis | Generation of synthetic genomics data is increasingly considered as a routine approach for safely sharing sensitive genomic datasets. While traditiona [...] |
24 July 14:00-16:00 (add to calendar) | 02F | CollaborationFest | CollaborationFest | ||
24 July 14:00-14:20 (add to calendar) | 03A | Franziska Görtler | HIDE: Hierarchical cell-type Deconvolution | GenCompBio: General Computational Biology | Motivation: Cell-type deconvolution is a computational approach to infer cellular distributions from bulk transcriptomics data. Several methods have b [...] |
24 July 14:00-14:20 (add to calendar) | 01A | Yu-Hsiang Tseng | Ultrafast and Ultralarge Multiple Sequence Alignments using TWILIGHT | HiTSeq: High Throughput Sequencing Algorithms & Applications | Motivation: Multiple sequence alignment (MSA) is a fundamental operation in bioinformatics, yet existing MSA tools are struggling to keep up with the [...] |
24 July 14:00-14:20 (add to calendar) | 01B | Arnaud Belcour | Predicting coarse-grained representations of biogeochemical cycles from metabarcoding data | MICROBIOME | Motivation: Taxonomic analysis of environmental microbial communities is now routinely performed thanks to advances in DNA sequencing. Determining the [...] |
24 July 14:00-14:20 (add to calendar) | 11BC | Yingying Wei | Detection of Cell-type-specific Differentially Methylated Regions in Epigenome-Wide Association Studies | RegSys: Regulatory and Systems Genomics | DNA methylation at cytosine-phosphate-guanine (CpG) sites is one of the most important epigenetic markers. Therefore, epidemiologists are interested i [...] |
24 July 14:00-14:20 (add to calendar) | 03B | Christophe Dessimoz | The missing link in FAIR data policy: data resources | Stewardship Critical Infrastructure | Over the past decade, the FAIR principles which provide guidance in making data Findable, Accessible, Interoperable, and Reusable have transformed the [...] |
24 July 14:00-14:20 (add to calendar) | 12 | Caralyn Reisle | Human-AI Collaboration for Cancer Knowledge Verification: Insights from the CIViC-Fact Dataset | Text Mining: Text Mining for Healthcare and Biology | Interpretation of genomic findings remains one of the largest barriers to automation in processing precision oncology patient data due to the high lev [...] |
24 July 14:00-16:00 (add to calendar) | 11A | Defining principles for working together on training and skills development | WEB: Workshop on Education for Bioinformatics | This session will be split into two sections and will be run as a workshop gathering ideas and ways to move forward from the wider ISMB training commu [...] | |
24 July 14:00-14:40 (add to calendar) | 02N | Yiliang Ding | Decoding RNA language in plants | iRNA: Integrative RNA Biology | RNA structure plays an important role in the post-transcriptional regulations of gene expression. Using in vivo RNA structure profiling methods, we ha [...] |
24 July 14:20-14:40 (add to calendar) | 01C | Steven Golob | Synthetic Data Generation for bulk RNA-seq Data: A CAMDA Health Challenge Analysis | CAMDA: Critical Assessment of Massive Data Analysis | One of the major barriers to AI-driven medical discoveries is the limited availability of high-quality, accessible healthcare data. This is because me [...] |
24 July 14:20-14:40 (add to calendar) | 03A | Osamu Muto | RVINN: A Flexible Modeling for Inferring Dynamic Transcriptional and Post-Transcriptional Regulation Using Physics-Informed Neural Networks | GenCompBio: General Computational Biology | Dynamic gene expression is controlled by transcriptional and post-transcriptional regulation. Recent studies on transcriptional bursting and buffering [...] |
24 July 14:20-14:40 (add to calendar) | 01A | Arseny Shur | GreedyMini: Generating low-density DNA minimizers | HiTSeq: High Throughput Sequencing Algorithms & Applications | Motivation: Minimizers are the most popular k-mer selection scheme in algorithms and data structures analyzing high-throughput sequencing (HTS) data. [...] |
24 July 14:20-14:30 (add to calendar) | 01B | Florian Plaza Oñate | CroCoDeEL: accurate control-free detection of cross-sample contamination in metagenomic data | MICROBIOME | Metagenomic sequencing provides profound insights into microbial communities, but it is often compromised by technical biases, including cross-sample [...] |
24 July 14:20-14:40 (add to calendar) | 11BC | Weicai Long | MutBERT: Probabilistic Genome Representation Improves Genomics Foundation Models | RegSys: Regulatory and Systems Genomics | Motivation: Understanding the genomic foundation of human diversity and disease requires models that effectively capture sequence variation, such as s [...] |
24 July 14:20-14:40 (add to calendar) | 03B | Guy Cochrane | Sustaining global biodata: from resources to sustained infrastructure | Stewardship Critical Infrastructure | Just as scientific data are essential for life science and biomedical research, the databases, services and tools that enable scientists to safeguard, [...] |
24 July 14:20-14:40 (add to calendar) | 12 | Tiffany Ta | Named entity recognition and relationship extraction to mine minimum inhibitory concentration of antibiotics from biomedical text | Text Mining: Text Mining for Healthcare and Biology | Antimicrobial resistance (AMR) poses a global public health threat, undermining modern medicine by diminishing the effectiveness of antibiotics for tr [...] |
24 July 14:30-14:40 (add to calendar) | 01B | Sebastien Raguideau | Longflow: A comprehensive end-to-end solution for long-read metagenomics. | MICROBIOME | Transitioning from short-read to long-read sequencing in metagenomics requires methodological refinements. We present Longflow, a versatile pipeline t [...] |
24 July 14:40-15:40 (add to calendar) | 04AB | Ingrid Hotz | Visual Data Analysis Research in Biomedical Applications: Navigating the Line Between Scientific Novelty and Practical Impact | BioVis: Biological Data Visualizations | Visualization has a long-standing tradition in biomedical research, yet its potential as a tool for data exploration and analytical reasoning remains [...] |
24 July 14:40-15:00 (add to calendar) | 01C | Patrick McKeever | Comparison of Single Cell RNA Synthetic Data Generators: A CAMDA Health Challenge Analysis | CAMDA: Critical Assessment of Massive Data Analysis | Single cell RNA sequencing has a wide range of applications in medical research, allowing researchers to identify distinct cell types and consider the [...] |
24 July 14:40-15:00 (add to calendar) | 01C | Jules Kreuer | NoisyDiffusion: Privacy Preserving Synthetic Gene Expression Data Generation | CAMDA: Critical Assessment of Massive Data Analysis | Generating synthetic gene expression data has the potential to advance computational biology and health research by enabling broader access to data. H [...] |
24 July 14:40-15:00 (add to calendar) | 03A | Robert Patton | A deep learning framework for predicting single gene expression from cell-free DNA | GenCompBio: General Computational Biology | Liquid biopsy derived circulating tumor DNA (ctDNA) profiling is increasingly used as a minimally invasive alternative to traditional biopsies. Epigen [...] |
24 July 14:40-15:00 (add to calendar) | 01A | Mehmet Alper Yilmaz | LYCEUM: Learning to call copy number variants on low coverage ancient genomes | HiTSeq: High Throughput Sequencing Algorithms & Applications | Motivation: Copy number variants (CNVs) are pivotal in driving phenotypic variation that facilitates species adaptation. They are significant contribu [...] |
24 July 14:40-14:50 (add to calendar) | 01B | Luis Pedro Coelho | Long-reads metagenome-assembled genomes can be higher quality than reference genomes: the case of the Shanghai pet dog microbiome catalog | MICROBIOME | We present a comprehensive analysis of the gut microbiome of 50 pet dogs living in Shanghai (China). Both long-read and short-read sequencing methods [...] |
24 July 14:40-15:00 (add to calendar) | 11BC | Abdul Muntakim Rafi | Detecting and avoiding homology-based data leakage in genome-trained sequence models | RegSys: Regulatory and Systems Genomics | Models that predict function from DNA sequence have become critical tools in deciphering the roles of genomic sequences and genetic variation within t [...] |
24 July 14:40-15:00 (add to calendar) | 03B | Susan Gregurick | NIH’s Strategic Vision for Data Science | Stewardship Critical Infrastructure | |
24 July 14:40-15:00 (add to calendar) | 12 | Chih-Hsuan Wei | Enhancing Biomedical Relation Extraction with Directionality | Text Mining: Text Mining for Healthcare and Biology | Biological relation networks contain rich information for understanding the biological mechanisms behind the relationship of entities such as genes, p [...] |
24 July 14:40-15:00 (add to calendar) | 02N | Baudouin Seguineau de Préval | The tangled dynamics of H/ACA snoRNAs to channel Pseudouridine Levels in the Human Ribosome | iRNA: Integrative RNA Biology | The human ribosome is densely decorated by 235—sometimes overlapping—modified nucleosides interspersing the 28S, 18S, and 5.8S ribosomal RNA (rRNA). T [...] |
24 July 14:50-15:00 (add to calendar) | 01B | Oleg Reva | Use of Long-Read SMRT PacBio Sequencing for Detailed Genomic and Epigenetic Studies of Complex Microbial Communities in the Wheat Rhizosphere to Abiotic Stress | MICROBIOME | The wheat rhizosphere harbours complex microbial communities essential for plant health and soil fertility. Traditional sequencing reveals microbial d [...] |
24 July 15:00-15:20 (add to calendar) | 01C | Serghei Mangul | Reusability of Public Omics Data Across 6 Million Publications | CAMDA: Critical Assessment of Massive Data Analysis | Over the past two decades, public repositories like GEO and SRA have accumulated vast omics datasets, sparking a crucial discussion on secondary data [...] |
24 July 15:00-15:20 (add to calendar) | 01C | Serghei Mangul | Pre-publication sharing of omics data improves paper citations | CAMDA: Critical Assessment of Massive Data Analysis | Advancements in omics technologies generate vast datasets, while public repositories facilitate their sharing, crucial for accelerating discovery, enh [...] |
24 July 15:00-15:20 (add to calendar) | 03A | MAGPIE: Multi-modal alignment of genes and peaks for integrated exploration of spatial transcriptomics and spatial metabolomics data | GenCompBio: General Computational Biology | Recent developments in spatially resolved -omics have enabled studies linking gene expression and metabolite levels to tissue morphology, offering new [...] | |
24 July 15:00-15:20 (add to calendar) | 01A | Lucrezia Patruno | POPSICLE: a probabilistic method to capture uncertainty in single-cell copy-number calling | HiTSeq: High Throughput Sequencing Algorithms & Applications | During tumour evolution, cancer cells acquire somatic copy-number alterations (CNAs), that are frequent genomic alterations resulting in the amplifica [...] |
24 July 15:00-15:10 (add to calendar) | 01B | Anastasiia Grekova | proMGEflow: recombinase-based detection of mobile genetic elements in bacterial meta(genomes) | MICROBIOME | Mobile Genetic Elements (MGEs) are drivers of bacterial adaptation and can increase fitness of microbial communities in the changing environment. Yet [...] |
24 July 15:00-15:20 (add to calendar) | 11BC | Susanne Bornelöv | Predicting gene expression using millions of yeast promoters reveals cis-regulatory logic | RegSys: Regulatory and Systems Genomics | Gene expression is largely controlled by transcription factors and their binding and interactions in gene promoter regions. Early attempts to use deep [...] |
24 July 15:00-15:20 (add to calendar) | 03B | Phil Bourne | Your Science Needs You | Stewardship Critical Infrastructure | What can you do as a graduate student, postdoc, professor, leader to address the scientific moment we find ourselves in? We will come with a few sugge [...] |
24 July 15:00-15:20 (add to calendar) | 12 | Daniela Gaio | Metadata extraction: Large Language Models (LLMs) to the rescue | Text Mining: Text Mining for Healthcare and Biology | In this project, our research group embarked on an extensive effort to download and re-analyze all globally and publicly accessible metagenomic sample [...] |
24 July 15:00-15:20 (add to calendar) | 02N | Hamed Najafabadi | Machine learning-guided isoform quantification in bulk and single-cell RNA-seq using joint short- and long-read modeling | iRNA: Integrative RNA Biology | Accurate quantification of transcript isoforms is crucial for understanding gene regulation, functional diversity, and cellular behavior. Existing RNA [...] |
24 July 15:10-15:20 (add to calendar) | 01B | Balazs Erdos | Extracting host-specific developmental signatures from longitudinal microbiome data | MICROBIOME | Longitudinal microbiome studies offer critical insights into microbial community dynamics, helping to distinguish true biological signals from interin [...] |
24 July 15:20-15:40 (add to calendar) | 01C | Yuexi Gu | HI-MGSyn: A Hypergraph and Interaction-aware Multi-Granularity Network for Predicting Synergistic Drug Combinations | CAMDA: Critical Assessment of Massive Data Analysis | Motivation: Drug combinations can not only enhance drug efficacy but also effectively reduce toxic side effects and mitigate drug resistance. With [...] |
24 July 15:20-15:40 (add to calendar) | 03A | Clemens Kohl | CAdir: Fast Clustering and Visualization of Single-Cell Transcriptomics Data by Direction in CA Space | GenCompBio: General Computational Biology | Clustering for single-cell RNA-seq aims at finding similar cells and grouping them into biologically meaningful clusters. Many available clustering al [...] |
24 July 15:20-15:40 (add to calendar) | 01A | Kendell Clement | MutSuite: A Toolkit for Simulating and Evaluating Mutations in Aligned Sequencing Reads | HiTSeq: High Throughput Sequencing Algorithms & Applications | Simulated sequencing reads containing known mutations are essential for developing, testing, and benchmarking mutation detection tools. Most existing [...] |
24 July 15:20-15:30 (add to calendar) | 01B | Gijs Selten | Complex SynCom inoculations to study root community assembly | MICROBIOME | The root microbiome is a complex system composed of millions of interacting microbes, some of which have plant-beneficial traits such as priming the p [...] |
24 July 15:20-16:00 (add to calendar) | 11BC | Luca Pinello | Learning the Regulatory Genome by Destruction and Creation | RegSys: Regulatory and Systems Genomics | The regulatory genome operates through a complex DNA language that controls gene expression. In this keynote, I will present two complementary approac [...] |
24 July 15:20-16:00 (add to calendar) | 03B | Open Discussion | Stewardship Critical Infrastructure | ||
24 July 15:20-15:40 (add to calendar) | 12 | Shanfeng Zhu | Large-scale semantic indexing of Spanish biomedical literature using contrastive transfer learning | Text Mining: Text Mining for Healthcare and Biology | The exponential growth of biomedical literature has made automatic indexing essential for advancing biomedical research. While automatic indexing has [...] |
24 July 15:20-15:40 (add to calendar) | 02N | Yoshihisa Tanaka | Long-read RNA sequencing unveils a novel cryptic exon in MNAT1 along with its full-length transcript structure in TDP-43 proteinopathy | iRNA: Integrative RNA Biology | Understanding the role of transcript isoforms is crucial for dissecting disease mechanisms. TAR DNA binding protein-43 (TDP-43) is a key regulator of [...] |
24 July 15:30-15:40 (add to calendar) | 01B | Julia C Engelmann | Spatial and temporal variation of marine microbial interactions around the west Antarctic Peninsula | MICROBIOME | The west Antarctic Peninsula (WAP) has experienced more dramatic increases in temperature due to climate change than the rest of the continent and the [...] |
24 July 15:40-16:00 (add to calendar) | 01C | CAMDA Trophy | CAMDA: Critical Assessment of Massive Data Analysis | ||
24 July 15:40-16:00 (add to calendar) | 01C | Closing remarks | CAMDA: Critical Assessment of Massive Data Analysis | ||
24 July 15:40-16:00 (add to calendar) | 01A | Joao P. C. R. Mendonca | Landscape of The Dark Genome’s variants and their influence on cancer | HiTSeq: High Throughput Sequencing Algorithms & Applications | Human endogenous retroviruses (HERVs) are remnants of ancient viral infections that now make up ~8% of the human genome. Although typically silenced, [...] |
24 July 15:40-15:50 (add to calendar) | 01B | Tess Cherlin | Associations between Microbiome-Associated Variants and Diseases | MICROBIOME | High throughput sequencing, studies have investigated the microbiome’s association with diseases and genetic variants. We aimed to 1) extended previou [...] |
24 July 15:40-16:00 (add to calendar) | 12 | Enio Gjerga | Reading papers: Extraction of molecular interaction networks with large language models | Text Mining: Text Mining for Healthcare and Biology | Motivation: Signalling occurs within and across cells and orchestrates essential cellular processes in complex tissues. Cell signalling involves sever [...] |
24 July 15:40-15:50 (add to calendar) | 02N | Tianyuan Liu | Transcriptome Universal Single-isoform COntrol (TUSCO): A Framework for Evaluating Transcriptome Quality | iRNA: Integrative RNA Biology | Long-read sequencing (LRS) platforms, such as Oxford Nanopore (ONT) and Pacific Biosciences (PacBio), enable comprehensive transcriptome analysis but [...] |
24 July 15:50-16:00 (add to calendar) | 01B | Witold Rudnicki | Detecting Synergistic Associations in Microbial Communities via Multi-Dimensional Feature Selection | MICROBIOME | The gut microbiome regulates host immunity, barrier function, and inflammatory processes. While many studies have identified individual taxa associate [...] |
24 July 15:50-16:00 (add to calendar) | 02N | Concluding remarks and poster prizes | iRNA: Integrative RNA Biology | ||
24 July 16:20-18:00 (add to calendar) | 01A | Fabian Theis | Decoding cellular systems: From observational atlases to generative interventions | Distinguished Keynotes | Over the past decade, the field of computational cell biology has undergone a transformation — from cataloging cell types to modeling how cells behave [...] |
24 July 16:20-18:00 (add to calendar) | - | David Baker | A Conversation with Nobel Laureate David Baker: Inspiration from a Life in Science | Distinguished Keynotes | This special fireside chat features Nobel Laureate David Baker in a candid and inspiring conversation with Christine Orengo. Rather than exploring the [...] |